"""GPT-2 SAE last-token programs, layer 2 -- features 21600 to 21699 (84 programs). One function per SAE feature. Grouped 100 to a file so the set stays browsable; the programs themselves are unchanged. """ def prog_L02F21600(input_tokens): """38 token families, 56 surface forms (train F1 of the uncapped optimum: 0.946). Fires at 9,163 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: percentages related to statistics or financial values""" # --- end external annotation --- fire = { # 47 (1,489 firings) ' 47', '47', # 46 (1,265 firings) ' 46', '46', # 48 (628 firings) '48', # 87 (626 firings) '87', ' 87', # 71 (501 firings) ' 71', '71', # 1987 (391 firings) ' 1987', '1987', # 1988 (353 firings) ' 1988', # 78 (292 firings) '78', # 247 (166 firings) ' 247', '247', # 1948 (160 firings) ' 1948', # 1947 (153 firings) ' 1947', # 480 (139 firings) ' 480', '480', # 1946 (115 firings) ' 1946', # 146 (93 firings) ' 146', '146', # 747 (90 firings) ' 747', '747', # 460 (89 firings) ' 460', '460', # jaguar (88 firings) ' Jaguar', # 197 (85 firings) ' 197', '197', # 147 (83 firings) ' 147', '147', # wildcat (76 firings) ' Wildcats', # 470 (63 firings) '470', ' 470', # 142 (60 firings) ' 142', # 143 (56 firings) ' 143', # 167 (52 firings) ' 167', # 348 (51 firings) '348', ' 348', # 148 (49 firings) ' 148', # 246 (49 firings) '246', ' 246', # 465 (47 firings) '465', ' 465', # 198 (45 firings) ' 198', # 166 (44 firings) ' 166', # 475 (42 firings) '475', ' 475', # 157 (38 firings) ' 157', # 458 (36 firings) '458', ' 458', # 242 (35 firings) ' 242', # 244 (26 firings) ' 244', # 407 (25 firings) '407', # 317 (25 firings) ' 317', # 427 (23 firings) ' 427', } token = input_tokens[-1] if token not in fire: return "no match", 0 return '47-family', 1 def prog_L02F21601(input_tokens): """21 token families, 23 surface forms (train F1 of the uncapped optimum: 0.843). Fires at 2,399 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to touchdowns in sports contexts""" # --- end external annotation --- fire = { # touchdown (615 firings) ' touchdown', ' touchdowns', # telescope (192 firings) ' Telescope', # sideline (143 firings) ' sideline', # hom (115 firings) ' homer', ' homers', # iership (106 firings) 'iership', # treason (83 firings) ' treason', # touch (77 firings) 'touch', # kne (73 firings) ' kne', # fumble (61 firings) ' fumble', # thought (60 firings) ' Thought', # tds (55 firings) ' TDs', # ghz (48 firings) ' GHz', # strikeout (47 firings) ' strikeouts', # tweet (44 firings) 'Tweet', # int (40 firings) ' INT', # timeout (36 firings) ' timeout', # ighthouse (25 firings) 'ighthouse', # descrip (22 firings) 'description', # artifact (13 firings) ' Artifact', # result (11 firings) 'Result', # ane (10 firings) 'aneers', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'touchdown-family', 1 def prog_L02F21603(input_tokens): """7 token families, 12 surface forms (train F1 of the uncapped optimum: 0.484). Fires at 14,215 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to climate change and its implications""" # --- end external annotation --- fire = { # change (5,160 firings) ' change', ' Change', 'change', 'Change', # warm (713 firings) ' warming', # chang (404 firings) ' changing', ' Changing', 'Changing', # emission (230 firings) ' emissions', # modif (148 firings) ' modified', # ift (96 firings) 'ifting', # carbon (67 firings) 'carbon', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'change-family', 1 def prog_L02F21604(input_tokens): """48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.874). Fires at 5,597 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to Argentina and its relations""" # --- end external annotation --- fire = { # argentina (460 firings) ' Argentina', # argentine (206 firings) ' Argentine', # messi (183 firings) ' Messi', # australia (174 firings) 'Australia', # maur (165 firings) ' Maur', # ington (153 firings) 'INGTON', # ant (147 firings) ' ants', 'antes', # omaha (146 firings) ' Omaha', # dominican (139 firings) ' Dominican', # enrique (138 firings) ' Enrique', # lionel (127 firings) ' Lionel', # eccentr (125 firings) ' eccentric', # fernandez (123 firings) ' Fernandez', # padr (120 firings) ' Padres', # bolivia (118 firings) ' Bolivia', # argent (116 firings) ' Argent', # letico (111 firings) 'letico', # uruguay (109 firings) ' Uruguay', # aldo (107 firings) 'aldo', # adolf (102 firings) ' Adolf', # highland (100 firings) ' Highland', # bark (94 firings) ' Barker', # bueno (89 firings) ' Buenos', # air (89 firings) ' Aires', # ita (88 firings) 'Italy', # apartheid (85 firings) ' apartheid', # aust (80 firings) 'Aust', # oak (79 firings) ' oak', # assy (70 firings) ' Assy', # inian (67 firings) 'inian', # espresso (65 firings) ' espresso', # paragu (61 firings) ' Paragu', # ago (61 firings) 'agos', # asshole (58 firings) ' asshole', # 460 (58 firings) '460', ' 460', # bot (56 firings) ' Bots', # 470 (52 firings) '470', ' 470', # iera (50 firings) 'iera', # affirma (44 firings) ' affirmation', # urug (42 firings) ' Urug', # ernandez (32 firings) 'ernandez', # processor (30 firings) ' Processor', # anu (29 firings) ' anus', # aaa (27 firings) 'AAA', # uador (19 firings) 'uador', # atican (18 firings) 'atican', # 665 (16 firings) '665', # ario (15 firings) 'arios', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'argentina-family', 1 def prog_L02F21605(input_tokens): """47 token families, 51 surface forms (train F1 of the uncapped optimum: 0.840). Fires at 5,445 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the "Avatar" franchise""" # --- end external annotation --- fire = { # indian (365 firings) ' Indians', # atar (244 firings) 'atar', 'atars', # ath (180 firings) 'ATH', # av (177 firings) 'Av', # tale (164 firings) 'tale', # avatar (160 firings) ' Avatar', ' avatar', # analytic (146 firings) ' Analytics', # aki (130 firings) 'akis', # comment (118 firings) ' commenters', ' commenter', # dawson (114 firings) ' Dawson', # carrot (114 firings) ' carrots', ' carrot', # katz (107 firings) ' Katz', # azar (100 firings) 'azar', # andersen (97 firings) ' Andersen', # impos (97 firings) 'imposed', # onso (91 firings) 'onso', # atari (85 firings) 'atari', # atri (83 firings) 'atri', # outsourc (80 firings) ' outsourcing', # architect (74 firings) ' Architect', # bend (73 firings) 'bender', # armor (66 firings) ' Armor', # zar (61 firings) 'zar', # tatt (58 firings) ' Tatt', # aram (54 firings) ' Aram', # gulf (49 firings) ' gulf', # adopt (45 firings) ' adoptive', # aristotle (44 firings) ' Aristotle', # itch (43 firings) 'itcher', # korra (42 firings) ' Korra', # agent (42 firings) 'Agent', # oji (41 firings) 'oji', # edar (40 firings) 'edar', # testim (39 firings) ' testim', # arche (37 firings) ' Arche', # ater (36 firings) 'ateral', # atl (35 firings) 'atl', # couri (35 firings) ' courier', # narra (35 firings) ' narration', # cat (35 firings) ' CAT', # sponsor (35 firings) ' Sponsor', # addon (32 firings) ' addon', # cod (31 firings) 'coded', # correlate (29 firings) ' correlate', # adiator (27 firings) 'adiator', # atch (27 firings) 'atcher', # bring (27 firings) 'bringer', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'indian-family', 1 def prog_L02F21606(input_tokens): """24 token families, 25 surface forms (train F1 of the uncapped optimum: 0.813). Fires at 2,472 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: mentions of shopping malls""" # --- end external annotation --- fire = { # mall (513 firings) ' mall', ' malls', # upscale (107 firings) ' upscale', # sushi (92 firings) ' sushi', # motel (84 firings) ' motel', # onductor (78 firings) 'onductor', # mlg (73 firings) ' MLG', # ogle (71 firings) 'ogle', # lumb (71 firings) ' lumber', # macy (68 firings) ' Macy', # man (59 firings) ' mans', # sew (58 firings) ' sew', # stock (54 firings) ' stocking', # mattres (53 firings) ' mattress', # gamb (42 firings) ' gamb', # ghetto (38 firings) ' ghetto', # umblr (38 firings) 'umblr', # ideshow (36 firings) 'ideshow', # gore (36 firings) ' gore', # issy (35 firings) 'issy', # almond (32 firings) ' almonds', # goth (31 firings) ' Goth', # rand (19 firings) ' rand', # ris (18 firings) 'rises', # icho (13 firings) 'icho', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'mall-family', 1 def prog_L02F21608(input_tokens): """10 token families, 10 surface forms (train F1 of the uncapped optimum: 0.703). Fires at 1,234 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to monetary amounts, specifically in crores""" # --- end external annotation --- fire = { # crore (348 firings) ' crore', # lakh (94 firings) ' lakh', # brah (66 firings) ' Brah', # gram (64 firings) ' gram', # 126 (49 firings) ' 126', # bould (46 firings) ' boulder', # concede (42 firings) ' concede', # pee (40 firings) 'pees', # horde (40 firings) ' horde', # rand (35 firings) ' rand', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'crore-family', 1 def prog_L02F21609(input_tokens): """42 token families, 48 surface forms (train F1 of the uncapped optimum: 0.873). Fires at 4,151 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to local area network (LAN) events and competitions""" # --- end external annotation --- fire = { # loca (401 firings) ' Location', 'Location', 'location', # lan (347 firings) 'LAN', ' LAN', ' lan', # guest (311 firings) 'Guest', ' Guest', # esport (167 firings) ' eSports', # bee (147 firings) 'bee', # network (135 firings) ' Networks', # ley (118 firings) 'LEY', # keep (115 firings) 'keep', # fren (113 firings) ' fren', # unanswer (96 firings) ' unanswered', # foresee (91 firings) ' foreseeable', # ifi (82 firings) 'ifi', # wn (77 firings) 'WN', # oran (76 firings) 'oran', # mlg (73 firings) ' MLG', # oun (71 firings) 'OUN', # nes (65 firings) 'NES', # lawn (64 firings) ' Lawn', # acer (60 firings) ' Acer', # logist (60 firings) ' logistical', # vine (56 firings) 'vine', # nia (56 firings) 'nia', # insur (45 firings) ' insur', # ld (40 firings) ' LD', # grow (40 firings) 'grow', # unforeseen (36 firings) ' unforeseen', # 1024 (36 firings) ' 1024', '1024', # vantage (31 firings) ' vantage', # nic (28 firings) ' NIC', # led (25 firings) 'LED', # aleigh (24 firings) 'aleigh', # sli (24 firings) ' SLI', # ashe (24 firings) ' Ashe', # 1600 (24 firings) '1600', # pedia (21 firings) 'pedia', # pcie (21 firings) ' PCIe', # loc (20 firings) 'LOC', # vendor (19 firings) ' Vendor', # hallow (17 firings) ' Hallow', # 864 (14 firings) '864', # localhost (14 firings) 'localhost', # clust (14 firings) ' clust', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'loca-family', 1 def prog_L02F21610(input_tokens): """2 token families, 5 surface forms (train F1 of the uncapped optimum: 0.470). Fires at 47,565 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "On" followed by dates""" # --- end external annotation --- fire = { # on (14,211 firings) 'On', ' On', ' ON', # upon (279 firings) ' Upon', 'Upon', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'on-family', 1 def prog_L02F21611(input_tokens): """46 token families, 51 surface forms (train F1 of the uncapped optimum: 0.800). Fires at 5,753 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: terms related to distribution and wholesomeness""" # --- end external annotation --- fire = { # director (541 firings) ' directors', ' Directors', # distributor (199 firings) ' distributor', ' distributors', # promot (176 firings) ' promoter', ' promoters', # packag (147 firings) ' packaged', # dong (139 firings) ' Dong', # cartoon (116 firings) ' Cartoon', # atic (114 firings) 'atics', # dish (113 firings) ' Dish', # destiny (112 firings) ' destiny', # hak (109 firings) ' Hak', # capt (86 firings) ' captive', # tal (82 firings) ' Tales', # flav (79 firings) ' flav', ' Flav', # anch (68 firings) ' Anch', # merch (68 firings) ' merch', # xd (67 firings) ' XD', # nath (66 firings) ' Nath', # distribut (64 firings) ' Distribut', ' distribut', # excise (62 firings) ' excise', # diver (61 firings) ' diversion', # compart (61 firings) ' compartment', # whol (61 firings) ' wholes', # rog (56 firings) 'Rog', # subsidiar (55 firings) ' subsidiaries', # distribution (53 firings) ' distributions', # lime (52 firings) ' Lime', # explo (52 firings) ' Explos', # propriet (50 firings) ' propriet', # alleg (49 firings) ' alleg', # alibaba (47 firings) ' Alibaba', # rost (46 firings) ' Rost', # ay (46 firings) 'Ay', # pent (43 firings) 'pent', # ymph (41 firings) 'ymph', # bitt (41 firings) ' bitters', # fulfill (41 firings) ' fulfillment', # bd (40 firings) ' BD', # bat (40 firings) ' BAT', # respons (37 firings) 'responsible', # dram (36 firings) ' Dram', # conglom (35 firings) ' conglomer', # intermedi (35 firings) ' intermedi', # undert (34 firings) ' undert', # adv (32 firings) ' ADV', # execut (27 firings) ' execut', # conj (23 firings) ' Conj', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'director-family', 1 def prog_L02F21612(input_tokens): """12 token families, 16 surface forms (train F1 of the uncapped optimum: 0.763). Fires at 2,510 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: phrases related to important lessons learned""" # --- end external annotation --- fire = { # lesson (1,038 firings) ' lessons', ' lesson', ' Lessons', # learn (166 firings) 'Learn', 'Learning', 'learning', # instruc (95 firings) ' instruction', # sermon (91 firings) ' sermon', # takeaway (87 firings) ' takeaway', # course (60 firings) ' Course', # suck (54 firings) ' sucker', # tra (49 firings) ' TRA', # dis (42 firings) 'DIS', # kw (25 firings) 'kw', # skill (18 firings) 'Skill', # ctr (16 firings) 'ctr', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'lesson-family', 1 def prog_L02F21613(input_tokens): """49 token families, 54 surface forms (train F1 of the uncapped optimum: 0.885). Fires at 4,372 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: terms related to Australia and conflict""" # --- end external annotation --- fire = { # gent (143 firings) ' gent', # embark (143 firings) ' embarked', # upt (133 firings) ' upt', 'upt', # inten (128 firings) ' intens', # reve (102 firings) ' reve', # fest (96 firings) ' fest', # pont (94 firings) ' pont', # gritty (93 firings) ' gritty', # franc (91 firings) 'Franc', # eth (90 firings) ' eth', # polit (90 firings) ' polit', ' POLIT', # philipp (85 firings) 'Philipp', # pref (85 firings) ' pref', 'Pref', ' Pref', # erent (83 firings) 'erent', # ubb (83 firings) 'ubb', # merc (82 firings) ' merc', # eh (79 firings) ' Eh', # theat (73 firings) ' theat', # dere (72 firings) ' dere', # uncomp (72 firings) ' uncomp', # unfor (72 firings) ' unfor', # sett (69 firings) ' sett', # bueno (68 firings) ' Buenos', # mend (66 firings) ' mend', # ost (65 firings) ' ost', # frig (65 firings) ' frig', # orthodox (60 firings) ' orthodox', 'orthodox', # consum (59 firings) ' consum', # unaccompan (58 firings) ' unaccompanied', # bellig (54 firings) ' bellig', # classy (53 firings) ' classy', # obst (53 firings) ' obst', # rud (52 firings) ' rud', # medd (50 firings) ' medd', # cong (50 firings) ' congest', # transact (46 firings) ' transact', # flore (45 firings) ' Flore', # prick (42 firings) ' prick', # indef (40 firings) ' indef', # pert (39 firings) ' pert', # perf (38 firings) ' perf', # abra (35 firings) ' abras', # obs (30 firings) ' obs', # virt (29 firings) ' virt', # aust (29 firings) ' aust', # cipl (27 firings) 'cipl', # downt (26 firings) ' downt', # prox (25 firings) ' prox', # ecc (23 firings) ' ecc', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'gent-family', 1 def prog_L02F21614(input_tokens): """15 token families, 18 surface forms (train F1 of the uncapped optimum: 0.793). Fires at 4,077 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to motor vehicles or related terms""" # --- end external annotation --- fire = { # motor (1,831 firings) ' motor', ' Motor', ' motors', 'Motor', # motorist (221 firings) ' motorists', # essex (126 firings) ' Essex', # hov (100 firings) ' hover', # java (94 firings) 'Java', # nikon (70 firings) ' Nikon', # mobile (63 firings) 'mobile', # mechan (56 firings) ' Mechan', # learn (53 firings) ' learners', # otor (52 firings) 'otor', # commut (52 firings) ' commuter', # rotor (38 firings) ' rotor', # obil (22 firings) 'obil', # lear (13 firings) ' lear', # mot (13 firings) ' MOT', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'motor-family', 1 def prog_L02F21615(input_tokens): """48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.715). Fires at 6,534 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the Mormon community and its related terminology""" # --- end external annotation --- fire = { # mormon (468 firings) ' Mormon', ' Mormons', # marriag (223 firings) ' marriages', # eld (186 firings) ' Elder', # latt (159 firings) ' Latter', # lds (139 firings) ' LDS', # zion (128 firings) ' Zion', # bishop (110 firings) ' bishop', # relief (105 firings) ' Relief', # presidency (98 firings) ' Presidency', # mckay (91 firings) ' McKay', # byu (89 firings) ' BYU', # nep (86 firings) ' Nep', # gospel (82 firings) ' gospel', # unto (76 firings) ' unto', # missionar (72 firings) ' missionaries', # nineteenth (72 firings) ' nineteenth', # qing (71 firings) ' Qing', # jehovah (71 firings) ' Jehovah', # brigham (69 firings) ' Brigham', # sist (69 firings) ' Sister', # hin (67 firings) ' Hin', # commun (66 firings) 'commun', # phelp (64 firings) ' Phelps', # eret (63 firings) 'eret', # ormon (61 firings) 'ormon', 'ormons', # twelve (57 firings) ' Twelve', # missionary (56 firings) ' missionary', # mormonism (55 firings) ' Mormonism', # pri (55 firings) ' Priest', # freem (50 firings) ' Freem', # mason (48 firings) ' Masonic', # priesthood (48 firings) ' priesthood', # ordinanc (45 firings) ' ordinances', # brethren (44 firings) ' brethren', # polygamy (44 firings) ' polygamy', # scripture (43 firings) ' scripture', # doctrin (37 firings) ' doctrines', # ios (37 firings) 'iosity', # bapt (35 firings) ' baptized', # nau (34 firings) ' Nau', # gutenberg (33 firings) ' Gutenberg', # millenn (32 firings) ' Millenn', # alma (31 firings) ' Alma', # scriptur (30 firings) ' scriptures', # scient (29 firings) ' Scient', # savior (28 firings) ' Savior', # prophet (23 firings) ' prophets', # cou (17 firings) ' Cous', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'mormon-family', 1 def prog_L02F21616(input_tokens): """47 token families, 65 surface forms (train F1 of the uncapped optimum: 0.871). Fires at 9,822 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "Round" in various contexts""" # --- end external annotation --- fire = { # round (550 firings) ' Round', 'Round', ' Rounds', # random (375 firings) ' Random', ' randomized', 'Random', # select (300 firings) ' Select', 'SELECT', ' SELECT', # pool (300 firings) ' Pool', 'Pool', # rul (275 firings) ' Rules', 'Rules', # route (264 firings) ' Route', 'Route', # rot (262 firings) ' Rot', 'Rot', # preview (248 firings) ' Preview', # rogue (230 firings) ' Rogue', 'Rogue', # block (228 firings) ' Block', # table (216 firings) ' Table', # alert (201 firings) ' Alert', 'Alert', # ques (201 firings) ' Question', 'Question', # quart (162 firings) ' Quarter', # rule (161 firings) ' Rule', 'Rule', # phase (153 firings) ' Phase', 'Phase', # ticket (139 firings) ' Tickets', # volume (135 firings) ' Volume', # schedule (134 firings) ' Schedule', # southwestern (124 firings) ' southwestern', # rabbit (122 firings) ' Rabbit', # grade (121 firings) ' Grade', 'Grade', # rut (120 firings) ' Rut', # registra (119 firings) ' Registration', 'Registration', # rate (117 firings) ' Rate', 'Rate', # proceed (113 firings) ' Proceedings', # protocol (113 firings) ' Protocol', # retail (110 firings) ' Retail', # breakfast (106 firings) ' Breakfast', # rookie (106 firings) ' Rookie', # alternat (101 firings) ' Alternative', # jungle (100 firings) ' Jungle', # retro (99 firings) ' Retro', # barri (97 firings) ' Barrier', # gazette (97 firings) ' Gazette', # month (91 firings) ' Monthly', # quint (89 firings) ' Quint', # announce (83 firings) ' Announce', # trop (83 firings) ' Tropical', # sector (82 firings) ' Sector', # sche (81 firings) 'Sche', # scheme (80 firings) ' Scheme', # roundup (78 firings) ' Roundup', # spoil (74 firings) ' Spoiler', # pound (70 firings) ' Pound', # samoa (66 firings) ' Samoa', # reneg (61 firings) ' Reneg', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'round-family', 1 def prog_L02F21617(input_tokens): """13 token families, 16 surface forms (train F1 of the uncapped optimum: 0.517). Fires at 3,190 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the term "VP" followed by associated roles or titles""" # --- end external annotation --- fire = { # vp (438 firings) ' VP', 'VP', 'vp', # president (313 firings) 'president', # vt (80 firings) 'VT', # ophon (64 firings) 'ophon', # vc (56 firings) ' VC', # uid (45 firings) 'uid', 'UID', # keep (44 firings) ' Keeper', # iv (40 firings) 'Iv', # perf (38 firings) ' perf', # oph (30 firings) 'opher', # qb (24 firings) 'QB', # tp (16 firings) 'tp', # avior (9 firings) 'avior', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'vp-family', 1 def prog_L02F21619(input_tokens): """24 token families, 26 surface forms (train F1 of the uncapped optimum: 0.912). Fires at 3,036 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: phrases related to ongoing legal actions or investigations""" # --- end external annotation --- fire = { # pend (525 firings) ' pending', # await (391 firings) ' awaiting', ' awaited', # undergo (291 firings) ' undergoing', # impend (251 firings) ' impending', # barr (151 firings) ' barring', # moratorium (144 firings) ' moratorium', # mccabe (102 firings) ' McCabe', # condition (93 firings) ' conditional', # unfinish (89 firings) ' unfinished', # file (82 firings) ' FILE', # notwithstand (70 firings) ' notwithstanding', ' Notwithstanding', # unfound (68 firings) ' unfounded', # warrant (63 firings) ' warranted', # baseles (57 firings) ' baseless', # men (47 firings) 'mens', # fug (46 firings) ' fug', # rost (46 firings) ' Rost', # voice (40 firings) 'voice', # md (32 firings) 'md', # prior (26 firings) 'priority', # propri (18 firings) ' propri', # withstand (15 firings) 'withstanding', # preclude (14 firings) ' preclude', # urrent (13 firings) 'urrent', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'pend-family', 1 def prog_L02F21621(input_tokens): """43 token families, 50 surface forms (train F1 of the uncapped optimum: 0.741). Fires at 5,859 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to obsession or excessive fixation on various subjects""" # --- end external annotation --- fire = { # obsess (356 firings) ' obsessed', ' obsessive', # obses (309 firings) ' obsession', ' obsess', # occup (208 firings) 'occupied', 'occup', # fascinat (174 firings) ' fascinated', # ess (160 firings) 'essed', # obs (145 firings) ' Obs', ' obs', # consum (140 firings) ' consumed', 'consuming', # intrigu (124 firings) ' intrigued', # culture (118 firings) 'culture', # fascina (109 firings) ' fascination', # penchant (106 firings) ' penchant', # crusade (101 firings) ' crusade', # hysteria (98 firings) ' hysteria', # insane (96 firings) ' insanely', # fantas (91 firings) ' fantasies', # zeal (88 firings) ' zeal', # insist (80 firings) ' insistence', # synonym (80 firings) ' synonymous', # exhaust (77 firings) ' exhaustive', # untouch (75 firings) ' untouched', # intense (75 firings) ' intensely', # fanat (71 firings) ' fanatic', # passion (71 firings) ' passions', # adamant (68 firings) ' adamant', # hoop (66 firings) ' hoop', # fetish (64 firings) ' fetish', # addict (59 firings) ' addicted', # mastery (55 firings) ' mastery', ' Mastery', # intimate (53 firings) ' intimately', # meticul (51 firings) ' meticulous', # dogma (48 firings) ' dogma', # romis (47 firings) 'romising', # crazy (46 firings) 'crazy', # ator (46 firings) 'atorial', # asur (44 firings) 'asured', # perfec (44 firings) ' perfection', # compul (37 firings) ' compulsion', ' compuls', # atic (36 firings) 'atical', # favorite (35 firings) ' Favorite', # ocd (34 firings) ' OCD', # fixa (33 firings) ' fixation', # ios (32 firings) 'iosity', # alk (26 firings) 'alker', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'obsess-family', 1 def prog_L02F21622(input_tokens): """14 token families, 20 surface forms (train F1 of the uncapped optimum: 0.874). Fires at 7,024 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to simplicity in various contexts""" # --- end external annotation --- fire = { # simple (3,967 firings) ' simple', ' Simple', 'Simple', 'simple', # simpl (358 firings) ' simpler', ' simplest', ' Simpl', # simp (221 firings) ' Simply', 'Simply', # straightforward (180 firings) ' straightforward', # inexpens (163 firings) ' inexpensive', # simplic (127 firings) ' simplicity', # easy (125 firings) ' Easy', # ple (103 firings) 'PLE', # plea (89 firings) ' pleas', # simplist (71 firings) ' simplistic', # concise (63 firings) ' concise', # brain (55 firings) 'brainer', # fre (31 firings) ' Fres', # hammad (25 firings) 'hammad', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'simple-family', 1 def prog_L02F21623(input_tokens): """36 token families, 43 surface forms (train F1 of the uncapped optimum: 0.645). Fires at 4,146 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: occurrences of the word "Operation" followed by a number""" # --- end external annotation --- fire = { # opera (1,026 firings) ' operation', ' Operation', 'Operation', 'operation', # operation (802 firings) ' operations', ' Operations', # oper (198 firings) ' Oper', 'Oper', ' OPER', # ocol (113 firings) 'ocol', # offens (95 firings) ' Offensive', # curios (83 firings) ' Curiosity', # open (72 firings) ' Opening', # strateg (71 firings) ' Strategic', # method (71 firings) 'METHOD', 'Methods', # event (54 firings) 'Events', # colonel (54 firings) ' Colonel', # fiesta (49 firings) ' Fiesta', # inva (46 firings) ' Invasion', # activ (44 firings) ' Activity', # regula (42 firings) ' Regulation', # ileak (40 firings) 'ileaks', # soc (32 firings) ' SOC', # xcom (30 firings) ' XCOM', # protect (29 firings) ' Protective', # integrat (28 firings) ' Integrated', # decode (27 firings) ' decode', # prol (25 firings) ' Prol', # ateg (25 firings) 'ategic', # ageddon (23 firings) 'ageddon', # 656 (22 firings) '656', # infiltra (22 firings) ' infiltration', # interstit (17 firings) 'Interstitial', # implementa (16 firings) ' Implementation', # reload (15 firings) ' Reloaded', # exercise (15 firings) ' Exercise', # cod (14 firings) 'Cod', # data (13 firings) 'DATA', # ballist (13 firings) ' Ballistic', # ategy (13 firings) 'ategy', # デ (12 firings) 'デ', # ال (12 firings) 'ال', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'opera-family', 1 def prog_L02F21624(input_tokens): """3 token families, 7 surface forms (train F1 of the uncapped optimum: 0.870). Fires at 13,268 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to cars""" # --- end external annotation --- fire = { # car (11,177 firings) ' car', ' cars', ' Car', 'car', ' CAR', # automobile (159 firings) ' automobile', # sedan (118 firings) ' sedan', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'car-family', 1 def prog_L02F21625(input_tokens): """40 token families, 44 surface forms (train F1 of the uncapped optimum: 0.834). Fires at 3,149 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: words related to preparation or readiness""" # --- end external annotation --- fire = { # gear (454 firings) ' gearing', ' geared', ' gears', 'Gear', # wind (140 firings) ' winding', # revolv (133 firings) ' revolving', ' revolves', # fren (113 firings) ' fren', # harmon (109 firings) ' Harmon', # vil (102 firings) ' Vil', # guerrero (98 firings) ' Guerrero', # strateg (95 firings) ' strateg', # hob (92 firings) ' hob', # energ (92 firings) ' energ', # kear (87 firings) ' Kear', # rag (79 firings) 'rag', # kag (77 firings) ' Kag', # charg (52 firings) 'charg', # elope (43 firings) 'elope', # lod (42 firings) ' Lod', # level (40 firings) ' leveling', # agame (40 firings) 'agame', # prim (40 firings) 'prim', # nerg (39 firings) 'nerg', # peed (36 firings) 'peed', # toug (33 firings) ' toug', # gorith (32 firings) 'gorith', # krishna (31 firings) ' Krishna', # rat (29 firings) ' Rated', # jb (26 firings) 'JB', # lr (26 firings) 'LR', # siz (24 firings) ' sizing', # syl (22 firings) ' Syl', # axle (21 firings) ' axle', # spec (18 firings) 'SPEC', # optim (18 firings) 'optim', # aimon (17 firings) 'aimon', # obil (16 firings) 'obil', # glyc (14 firings) ' glyc', # yamato (13 firings) ' Yamato', # ener (12 firings) ' ener', # achine (11 firings) 'achine', # lawy (8 firings) ' lawy', # hard (8 firings) ' hardness', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'gear-family', 1 def prog_L02F21626(input_tokens): """35 token families, 37 surface forms (train F1 of the uncapped optimum: 0.877). Fires at 2,678 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to specific individuals, particularly those with the name "Sho" and its variations""" # --- end external annotation --- fire = { # sho (322 firings) ' sho', ' Sho', # stri (164 firings) 'stri', ' Stri', # mir (160 firings) 'mir', # donovan (131 firings) ' Donovan', # 270 (117 firings) ' 270', # pocket (100 firings) ' Pocket', # 650 (88 firings) ' 650', # shanahan (86 firings) ' Shanahan', # sha (80 firings) 'sha', # shay (76 firings) ' Shay', # mush (76 firings) ' Mush', # mish (75 firings) ' Mish', # miracle (72 firings) ' Miracle', # shu (66 firings) ' Shu', # whol (61 firings) ' wholes', # subway (60 firings) ' Subway', # psp (58 firings) ' PSP', # sick (53 firings) ' Sick', # smy (50 firings) ' Smy', # stew (43 firings) ' Stew', # jew (42 firings) 'Jew', # sup (35 firings) ' SUP', # guru (35 firings) ' Guru', # stuff (33 firings) 'stuff', # wast (32 firings) ' Wast', # 660 (26 firings) ' 660', # sam (24 firings) 'SAM', # smile (22 firings) ' Smile', # shant (19 firings) ' Shant', # 554 (17 firings) '554', # ceremon (14 firings) ' ceremon', # 336 (13 firings) ' 336', # shard (10 firings) ' Shards', # imagin (9 firings) ' imagin', # bah (7 firings) ' Bahá', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'sho-family', 1 def prog_L02F21627(input_tokens): """4 token families, 8 surface forms (train F1 of the uncapped optimum: 0.854). Fires at 7,084 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to "share" in various contexts, particularly related to financial and economic discussions""" # --- end external annotation --- fire = { # share (5,143 firings) ' share', ' Share', 'share', # shar (1,504 firings) ' shares', ' sharing', ' Sharing', # hare (54 firings) 'hare', # hang (49 firings) 'hang', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'share-family', 1 def prog_L02F21628(input_tokens): """49 token families, 51 surface forms (train F1 of the uncapped optimum: 0.873). Fires at 5,624 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to "strands" in various contexts""" # --- end external annotation --- fire = { # written (338 firings) 'Written', # ctv (157 firings) 'CTV', # bit (132 firings) ' biting', # rown (129 firings) 'rown', # pearce (124 firings) ' Pearce', # prescott (120 firings) ' Prescott', # eson (102 firings) 'eson', # bau (101 firings) ' Bauer', # strand (100 firings) ' strands', ' strand', # sophie (99 firings) ' Sophie', # rav (98 firings) ' Rav', # thr (97 firings) ' THR', # stalk (97 firings) ' stalk', # cur (88 firings) 'cur', # lifespan (88 firings) ' lifespan', # flourish (87 firings) ' flourish', # vaughan (87 firings) ' Vaughan', # scholar (85 firings) ' scholarly', # const (81 firings) ' Constable', # desmond (77 firings) ' Desmond', # voyag (76 firings) ' Voyager', # canaver (71 firings) ' Canaveral', # trident (68 firings) ' Trident', # essel (65 firings) 'essel', # aft (64 firings) 'aft', # fang (63 firings) ' Fang', # ppard (61 firings) 'ppard', # crest (61 firings) ' crest', # fork (59 firings) 'fork', # ield (58 firings) 'IELD', # ission (58 firings) 'ission', # peck (57 firings) ' Peck', # ef (57 firings) ' EF', # fool (55 firings) ' Fool', # finch (54 firings) ' Finch', # dn (53 firings) 'DN', ' DN', # koen (50 firings) ' Koen', # sparrow (48 firings) ' Sparrow', # branch (48 firings) ' branching', # rye (48 firings) ' Rye', # pollen (47 firings) ' pollen', # direc (46 firings) ' Direction', # harrington (45 firings) ' Harrington', # hur (44 firings) 'hur', # erb (41 firings) 'erb', # foll (37 firings) ' foll', # elong (36 firings) ' elong', # inclina (36 firings) ' inclination', # diverg (33 firings) ' divergence', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'written-family', 1 def prog_L02F21629(input_tokens): """25 token families, 26 surface forms (train F1 of the uncapped optimum: 0.854). Fires at 2,110 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: occurrences of the word "ão" and related variations in Portuguese""" # --- end external annotation --- fire = { # o (257 firings) 'ão', # ala (174 firings) ' Ala', # ã (123 firings) 'Ã', 'ã', # ô (120 firings) 'ô', # bra (104 firings) ' Bras', # sao (83 firings) ' Sao', # alli (75 firings) 'alli', # a (72 firings) 'ça', # ama (71 firings) ' AMA', # lisbon (68 firings) ' Lisbon', # rique (66 firings) 'rique', # unta (63 firings) 'unta', # ijn (54 firings) 'ijn', # bueno (54 firings) ' Buenos', # rosso (43 firings) 'rosso', # orang (40 firings) ' oranges', # rodrig (32 firings) ' Rodrig', # iago (32 firings) 'iago', # ossi (32 firings) 'ossier', # unst (31 firings) ' unst', # presump (31 firings) ' presumption', # iesta (17 firings) 'iesta', # etf (14 firings) 'ETF', # shalt (12 firings) ' shalt', # aturday (8 firings) 'aturday', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'o-family', 1 def prog_L02F21630(input_tokens): """32 token families, 37 surface forms (train F1 of the uncapped optimum: 0.791). Fires at 2,667 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to calories and calorie counts""" # --- end external annotation --- fire = { # obes (380 firings) ' obesity', ' Obesity', # calor (226 firings) ' calories', ' caloric', ' Calories', # unhealthy (120 firings) ' unhealthy', # orie (109 firings) 'orie', # schwarzenegg (103 firings) ' Schwarzenegger', # ramadan (97 firings) ' Ramadan', # eat (87 firings) ' Eat', # vitamin (77 firings) ' vitamins', ' Vitamin', # metabolism (68 firings) ' metabolism', # calorie (64 firings) ' calorie', # protein (48 firings) 'protein', ' Protein', # calendar (43 firings) ' calendars', # carb (42 firings) ' carbs', # oleon (40 firings) 'oleon', # byt (40 firings) ' bytes', # watt (38 firings) ' watts', # willpow (37 firings) ' willpower', # carbohydrat (37 firings) ' carbohydrates', # odium (30 firings) 'odium', # stat (30 firings) 'Stats', # sin (28 firings) ' sinful', # isine (23 firings) 'isine', # thirst (22 firings) 'thirst', # す (18 firings) 'す', # ove (18 firings) ' ove', # rient (18 firings) 'rients', # ================================ (15 firings) '================================', # ohydrate (15 firings) 'ohydrate', # rition (14 firings) 'ritional', # olesterol (10 firings) 'olesterol', # rotein (10 firings) 'rotein', # esity (10 firings) 'esity', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'obes-family', 1 def prog_L02F21631(input_tokens): """46 token families, 56 surface forms (train F1 of the uncapped optimum: 0.719). Fires at 6,130 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: words related to the act of retrieving""" # --- end external annotation --- fire = { # access (284 firings) ' accessed', ' accessing', # unearth (194 firings) ' unearthed', # harvest (165 firings) ' harvesting', ' harvested', # snatch (144 firings) ' snatched', ' snatch', # inherit (129 firings) ' inherited', # retriev (126 firings) ' retrieved', ' retrieval', ' retrieving', ' Retrieved', # seat (119 firings) ' seated', # retrieve (115 firings) ' retrieve', # fetch (106 firings) ' fetch', # rieve (102 firings) 'rieve', # drop (101 firings) ' Drop', # ist (101 firings) 'isted', # extrac (98 firings) ' extraction', # resp (97 firings) ' Resp', ' resp', # extract (91 firings) ' extracted', ' extracting', # rest (90 firings) ' REST', # rescu (77 firings) ' rescuing', # get (70 firings) ' GET', # oval (69 firings) 'oval', # lift (66 firings) 'lift', # etch (65 firings) 'etch', # salvage (63 firings) ' salvage', # decl (58 firings) ' decl', # receiv (53 firings) ' Received', # response (53 firings) 'response', 'Response', # tu (52 firings) ' tu', # estima (49 firings) ' estimation', # tow (49 firings) ' towed', # ing (48 firings) ' ingest', # rel (45 firings) ' relational', # cach (44 firings) ' caching', ' caches', # val (42 firings) ' VAL', # elicit (42 firings) ' elicit', # retribu (42 firings) ' retribution', # pars (41 firings) ' parsing', # deliv (40 firings) ' Deliver', # disembark (40 firings) ' disembark', # dangl (39 firings) ' dangling', # ascertain (38 firings) ' ascertain', # vantage (38 firings) ' vantage', # inges (35 firings) ' ingestion', # installa (34 firings) 'Installation', # ingest (34 firings) ' ingested', # gratifica (31 firings) ' gratification', # ezv (30 firings) 'ezvous', # decode (29 firings) ' decode', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'access-family', 1 def prog_L02F21632(input_tokens): """34 token families, 35 surface forms (train F1 of the uncapped optimum: 0.892). Fires at 2,503 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: the repetition of the term "olly" in various contexts""" # --- end external annotation --- fire = { # olly (336 firings) 'olly', # acey (177 firings) 'acey', # ingle (131 firings) 'ingle', # hol (128 firings) ' Holly', # ighth (107 firings) 'ighth', # ixty (93 firings) 'ixty', # tick (92 firings) ' ticking', # mol (88 firings) ' Molly', # nightmare (77 firings) ' Nightmare', # woody (75 firings) ' Woody', # kimber (69 firings) ' Kimberly', # 270 (68 firings) '270', # ettle (66 firings) 'ettle', # poppy (64 firings) ' poppy', # cly (62 firings) ' Cly', # 420 (52 firings) '420', # hea (47 firings) 'hea', # jol (40 firings) ' Jolly', # weed (40 firings) 'weed', # ohl (37 firings) 'ohl', # literary (37 firings) ' Literary', # 610 (29 firings) '610', # 620 (29 firings) '620', ' 620', # love (27 firings) ' Lovely', # pol (24 firings) ' Polly', # undle (24 firings) 'undle', # oney (23 firings) 'ONEY', # cve (22 firings) 'CVE', # review (22 firings) 'Reviewer', # oppy (20 firings) 'oppy', # 590 (17 firings) '590', # 419 (13 firings) ' 419', # 698 (9 firings) '698', # 363 (8 firings) '363', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'olly-family', 1 def prog_L02F21634(input_tokens): """1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.144). Fires at 66,778 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the special character 'Ŀ'""" # --- end external annotation --- fire = { # � (66,256 firings) '�', } token = input_tokens[-1] if token not in fire: return "no match", 0 return '�-family', 1 def prog_L02F21635(input_tokens): """6 token families, 10 surface forms (train F1 of the uncapped optimum: 0.889). Fires at 4,475 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "total" used in quantitative contexts""" # --- end external annotation --- fire = { # tot (3,575 firings) ' total', ' Total', 'Total', ' TOTAL', # rawdownloadcloneembedreportprint (204 firings) 'rawdownloadcloneembedreportprint', # aggregate (134 firings) ' aggregate', # total (115 firings) ' totals', ' totality', # disclaim (77 firings) 'Disclaimer', # ο (40 firings) 'ο', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'tot-family', 1 def prog_L02F21636(input_tokens): """37 token families, 44 surface forms (train F1 of the uncapped optimum: 0.809). Fires at 3,692 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the word "Cruiser" or its variations""" # --- end external annotation --- fire = { # cru (561 firings) ' cru', ' Cru', ' Crus', 'cru', 'Cru', # cruise (183 firings) ' Cruise', # bride (129 firings) 'Bride', ' Bride', # revi (120 firings) ' revis', # jud (93 firings) 'Jud', # coffin (92 firings) ' coffin', # creat (91 firings) ' Creat', # chast (88 firings) ' chast', # kear (87 firings) ' Kear', # kru (82 firings) ' Kru', # glimp (75 firings) ' glimps', # cove (73 firings) ' Cove', # brut (71 firings) ' Brut', ' brut', # punit (70 firings) ' punitive', # atro (68 firings) ' atro', # pur (62 firings) ' Purs', # battl (58 firings) ' Battles', # rive (58 firings) 'rive', # destroy (55 firings) ' Destroyer', 'Destroy', # orthy (51 firings) 'orthy', # ser (50 firings) ' SER', # ludicr (49 firings) ' ludicrous', # ciou (47 firings) 'cious', # wick (43 firings) ' Wicked', # cruc (43 firings) ' cruc', # crucifix (43 firings) ' crucifix', # deliv (40 firings) ' Deliver', # brave (39 firings) 'Brave', # prohib (38 firings) ' prohib', # cruel (37 firings) ' Cruel', # cavern (30 firings) ' Cavern', # curs (28 firings) ' Cursed', # unique (27 firings) 'unique', # cruis (25 firings) ' Cruiser', # iversary (22 firings) 'iversary', # cible (20 firings) 'cible', # treach (11 firings) ' treacher', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'cru-family', 1 def prog_L02F21637(input_tokens): """34 token families, 39 surface forms (train F1 of the uncapped optimum: 0.819). Fires at 4,899 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to linebackers in football""" # --- end external annotation --- fire = { # defens (809 firings) ' defensive', # lineback (546 firings) ' linebacker', ' linebackers', ' lineback', # cornerback (334 firings) ' cornerback', # defenseman (240 firings) ' defenseman', # lineman (188 firings) ' lineman', # outfield (184 firings) ' outfielder', # sack (151 firings) ' sacks', # recruit (145 firings) ' recruits', # drill (130 firings) ' drills', # hitt (129 firings) ' hitter', ' hitters', # harbaugh (127 firings) ' Harbaugh', # lb (112 firings) ' LB', 'LB', # enroll (108 firings) ' enroll', # db (86 firings) ' DB', # fullback (81 firings) ' fullback', # dime (75 firings) ' dime', # rush (67 firings) ' rusher', # linemen (65 firings) ' linemen', # blitz (61 firings) ' blitz', # mailbox (60 firings) ' mailbox', # 134 (58 firings) '134', # disk (48 firings) ' disks', # inact (48 firings) ' inactive', # back (40 firings) 'backer', # ________________________________ (39 firings) '________________________________', # 325 (36 firings) ' 325', # dt (31 firings) ' DT', # nickel (30 firings) ' nickel', # 389 (26 firings) '389', ' 389', # beetle (26 firings) ' beetle', # beetl (22 firings) ' beetles', # def (20 firings) ' DEF', # ________________________ (19 firings) '________________________', # ractor (17 firings) 'ractor', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'defens-family', 1 def prog_L02F21640(input_tokens): """34 token families, 40 surface forms (train F1 of the uncapped optimum: 0.808). Fires at 3,780 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to companions or companionship in various contexts""" # --- end external annotation --- fire = { # companion (496 firings) ' companion', ' companions', ' Companion', # pet (300 firings) ' pets', # quel (162 firings) 'quel', # messeng (143 firings) ' Messenger', # accompany (124 firings) ' accompany', # guardian (124 firings) ' guardian', ' guardians', # author (123 firings) 'authored', # centerpiece (110 firings) ' centerpiece', # devo (99 firings) ' devotion', # ond (96 firings) 'onding', # escort (95 firings) ' escort', # din (61 firings) 'din', # mount (60 firings) ' mounts', # lude (54 firings) 'lude', # adversary (52 firings) ' adversary', # contain (50 firings) 'contained', # help (44 firings) ' helper', 'Helper', # follow (43 firings) ' follower', # annotation (41 firings) ' annotations', # accompan (38 firings) ' accompanies', # antidote (36 firings) ' antidote', # append (34 firings) ' append', # solitude (33 firings) ' solitude', # obook (30 firings) 'obook', # attent (30 firings) ' attent', # walk (29 firings) 'walker', # compan (28 firings) 'compan', ' Compan', 'Compan', # venant (20 firings) 'venant', # enance (16 firings) 'enance', # manac (15 firings) 'manac', # supple (14 firings) ' Supplement', # top (12 firings) 'Topic', # pursu (11 firings) ' pursu', # tool (11 firings) 'tools', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'companion-family', 1 def prog_L02F21641(input_tokens): """25 token families, 30 surface forms (train F1 of the uncapped optimum: 0.885). Fires at 2,684 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to companionship or partnerships""" # --- end external annotation --- fire = { # mate (767 firings) ' mate', 'mate', ' Mate', # buddy (184 firings) ' buddy', ' Buddy', # mat (181 firings) ' mates', ' mating', # pair (148 firings) ' pairing', 'pair', # fellow (142 firings) ' Fellow', # offspr (129 firings) ' offspring', # budd (91 firings) ' buddies', # ond (90 firings) 'onding', # pic (89 firings) ' pics', # voyage (88 firings) ' voyage', # champ (76 firings) ' champ', # junc (69 firings) ' junction', # bud (58 firings) ' buds', # cogni (53 firings) ' cognition', # pup (44 firings) ' pup', # chick (38 firings) ' chicks', # came (38 firings) ' Came', # gie (35 firings) 'gie', # monog (34 firings) ' monog', # sed (32 firings) 'sed', # diam (23 firings) ' diam', # ape (20 firings) ' ape', # phenotype (11 firings) ' phenotype', # pring (9 firings) 'pring', # xp (8 firings) ' xp', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'mate-family', 1 def prog_L02F21642(input_tokens): """48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.840). Fires at 6,628 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: terms associated with weakness and vulnerability""" # --- end external annotation --- fire = { # written (527 firings) 'Written', ' Written', # small (263 firings) ' smallest', # stab (166 firings) ' stab', # mort (162 firings) ' mortal', ' mort', # faint (131 firings) ' faint', ' faintly', # ounce (125 firings) ' ounce', # spoken (108 firings) 'spoken', # dark (101 firings) ' darkest', # utter (95 firings) ' uttered', # whereabout (94 firings) ' whereabouts', # microscop (94 firings) ' microscopic', # vit (90 firings) ' Vital', # beginn (90 firings) ' beginnings', # wee (87 firings) ' wee', # bright (85 firings) ' brightest', # icy (83 firings) ' icy', # akable (80 firings) 'akable', # slight (78 firings) ' slightest', # psych (77 firings) ' psychic', # utmost (76 firings) ' utmost', # proverb (76 firings) ' proverbial', # frui (74 firings) ' fruition', # furry (72 firings) ' furry', # must (71 firings) ' muster', # shal (70 firings) ' Shal', # heartbeat (68 firings) ' heartbeat', # tad (67 firings) ' tad', # mber (67 firings) 'mber', # fingerprint (67 firings) ' fingerprints', # fern (65 firings) ' Fern', # palp (63 firings) ' palpable', # sense (63 firings) 'sense', # itou (62 firings) 'itous', # inexplic (61 firings) ' inexplicable', # heaven (59 firings) ' heavens', # fate (58 firings) ' fateful', # elight (58 firings) 'elight', # clumsy (57 firings) ' clumsy', # hair (56 firings) ' hairs', # fter (53 firings) 'fters', # pat (51 firings) ' Pats', # cab (48 firings) ' cabal', # vou (47 firings) 'vous', # wis (44 firings) ' wiser', # awful (42 firings) ' awfully', # aud (41 firings) ' audible', # frail (39 firings) ' frail', # thro (36 firings) ' thro', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'written-family', 1 def prog_L02F21643(input_tokens): """23 token families, 27 surface forms (train F1 of the uncapped optimum: 0.882). Fires at 2,325 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to "Zeppelin" or related terms""" # --- end external annotation --- fire = { # ze (474 firings) ' Ze', 'Ze', ' ze', 'ZE', # sy (183 firings) 'Sy', # neo (152 firings) ' Neo', # bom (114 firings) ' Bom', ' bom', # zeit (101 firings) ' Zeit', # jae (92 firings) ' Jae', # ba (75 firings) ' ba', # wp (71 firings) ' WP', # remem (66 firings) ' Remem', # blitz (66 firings) ' Blitz', # becky (64 firings) ' Becky', # dx (56 firings) ' DX', # ezekiel (54 firings) ' Ezekiel', # za (54 firings) ' Za', # ik (48 firings) ' Ik', # om (45 firings) ' OM', # hus (39 firings) ' Huss', # tri (37 firings) ' TRI', # perspect (35 firings) ' Perspective', # bear (30 firings) ' bearer', # counterfe (28 firings) ' counterfe', # tact (14 firings) ' Tact', # tanz (6 firings) ' Tanz', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'ze-family', 1 def prog_L02F21644(input_tokens): """13 token families, 17 surface forms (train F1 of the uncapped optimum: 0.677). Fires at 3,585 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to stages or phases of development or processes""" # --- end external annotation --- fire = { # phase (1,057 firings) ' phase', ' Phase', 'phase', 'Phase', # phas (194 firings) ' phases', ' phased', # lp (185 firings) ' LP', # wave (181 firings) ' Wave', # asing (145 firings) 'asing', # enario (56 firings) 'enario', # lude (54 firings) 'lude', # stic (45 firings) 'stic', # veil (30 firings) ' Veil', # qualitat (22 firings) ' qualitative', # clin (21 firings) 'clinical', # saiyan (19 firings) ' Saiyan', # deity (10 firings) ' Deity', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'phase-family', 1 def prog_L02F21645(input_tokens): """30 token families, 34 surface forms (train F1 of the uncapped optimum: 0.895). Fires at 2,983 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "Def" or its variations, indicating references to defense or defensive strategies""" # --- end external annotation --- fire = { # def (1,437 firings) ' Def', 'def', 'Def', 'DEF', ' DEF', # redef (116 firings) ' redef', # lib (84 firings) 'liber', # defend (76 firings) ' Defenders', # str (70 firings) 'STR', # ruff (59 firings) 'ruff', # defense (58 firings) 'Defense', # func (56 firings) 'Function', # definitive (54 firings) ' definitively', # defini (52 firings) 'definition', # gew (47 firings) 'gew', # obl (45 firings) 'obl', # indef (40 firings) ' indef', # stat (39 firings) 'STAT', # pres (35 firings) 'PRESS', # miss (35 firings) 'missing', # deficient (33 firings) ' deficient', # depend (30 firings) ' Depend', # dict (29 firings) 'dict', # dex (28 firings) 'Dex', # definit (26 firings) ' Definitive', # pret (25 firings) 'pret', # clusive (23 firings) 'clusively', # supple (20 firings) 'Supplement', # defin (18 firings) ' defin', # psey (14 firings) 'psey', # urr (14 firings) 'URR', # verb (13 firings) 'verbs', # prov (12 firings) ' PROV', # 人 (9 firings) '人', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'def-family', 1 def prog_L02F21647(input_tokens): """21 token families, 25 surface forms (train F1 of the uncapped optimum: 0.872). Fires at 2,707 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to pit bulls""" # --- end external annotation --- fire = { # pit (980 firings) ' pit', ' Pit', 'pit', ' pits', ' PIT', # dodge (173 firings) ' Dodge', # pool (141 firings) ' pools', # inherent (126 firings) ' inherently', # atable (111 firings) 'atable', # pitt (85 firings) ' pitted', # iak (75 firings) 'iak', # combus (74 firings) ' combustion', # ace (69 firings) 'ACE', # pitfall (67 firings) ' pitfalls', # spit (53 firings) ' spit', # bull (49 firings) ' bulls', # natasha (46 firings) ' Natasha', # antit (45 firings) ' antit', # posit (39 firings) ' posit', # nat (36 firings) 'Nat', # pus (35 firings) ' pus', # atl (35 firings) ' ATL', # therein (23 firings) ' therein', # sear (16 firings) ' sear', # purg (14 firings) ' Purg', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'pit-family', 1 def prog_L02F21648(input_tokens): """47 token families, 51 surface forms (train F1 of the uncapped optimum: 0.870). Fires at 7,309 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: mentions of specific names and reputable organizations""" # --- end external annotation --- fire = { # 09 (777 firings) '09', ' 09', # associat (295 firings) 'Associated', # tic (284 firings) 'tic', 'tics', 'tical', # otti (208 firings) 'otti', # stown (203 firings) 'stown', # rp (153 firings) 'RP', # ho (151 firings) 'Ho', # shiite (149 firings) ' Shiite', # stop (149 firings) 'Stop', # tripoli (141 firings) ' Tripoli', # petro (136 firings) ' Petro', # wei (134 firings) ' Wei', 'wei', # osta (116 firings) 'osta', # akron (116 firings) ' Akron', # toledo (107 firings) ' Toledo', # ambush (105 firings) ' ambush', # ivo (103 firings) 'ivo', # zeit (101 firings) ' Zeit', # symphony (100 firings) ' Symphony', # stadt (99 firings) 'stadt', # crypto (98 firings) ' Crypto', # adh (96 firings) 'adh', # theo (93 firings) ' Theo', # kh (93 firings) ' KH', # bethlehem (92 firings) ' Bethlehem', # amaz (77 firings) 'amaz', # oit (76 firings) 'oit', # schwe (74 firings) ' Schwe', # wit (72 firings) ' Wit', # starr (70 firings) ' Starr', # oliath (66 firings) 'oliath', # ancient (63 firings) 'Ancient', # apr (58 firings) ' APR', # ja (57 firings) 'JA', # loot (55 firings) ' looted', # spo (54 firings) ' Spo', # ento (54 firings) 'ento', # ost (53 firings) ' Ost', # antit (51 firings) ' antit', # stool (49 firings) ' stool', # assi (48 firings) 'assi', # ger (47 firings) 'gered', # ae (40 firings) ' AE', # toxin (39 firings) ' toxin', # bolt (38 firings) ' bolted', # hoc (37 firings) ' hoc', # ctory (32 firings) 'ctory', } token = input_tokens[-1] if token not in fire: return "no match", 0 return '09-family', 1 def prog_L02F21649(input_tokens): """8 token families, 11 surface forms (train F1 of the uncapped optimum: 0.952). Fires at 5,144 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: mentions of Microsoft and its products or related topics""" # --- end external annotation --- fire = { # microsoft (3,918 firings) ' Microsoft', 'Microsoft', 'microsoft', # nvidia (255 firings) ' NVIDIA', 'NVIDIA', # monsanto (195 firings) ' Monsanto', # util (119 firings) ' utilities', # redmond (112 firings) ' Redmond', # dynamic (97 firings) ' Dynamics', # mat (29 firings) 'matical', # ms (24 firings) ' ms', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'microsoft-family', 1 def prog_L02F21651(input_tokens): """49 token families, 52 surface forms (train F1 of the uncapped optimum: 0.834). Fires at 7,913 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: occurrences of the word "purpose" and related terms, as well as references to people and actions that significantly impact a narrative""" # --- end external annotation --- fire = { # halifax (256 firings) ' Halifax', # coin (169 firings) ' coined', # busi (162 firings) ' busiest', # hat (161 firings) ' hats', # pad (159 firings) ' pads', # purpose (156 firings) 'purpose', ' Purpose', # nel (133 firings) 'nel', 'nels', # nazi (124 firings) 'Nazi', # util (119 firings) ' utilized', # depot (117 firings) ' Depot', # mark (104 firings) 'marked', # misuse (98 firings) ' misuse', # ceremon (98 firings) ' ceremonial', # hijack (97 firings) ' hijacked', # directorate (94 firings) ' Directorate', # paramilitary (90 firings) ' paramilitary', # basical (88 firings) 'Basically', # drum (87 firings) ' Drum', # usky (86 firings) 'usky', # innon (85 firings) 'innon', # maurice (84 firings) ' Maurice', # dormant (82 firings) ' dormant', # derogatory (77 firings) ' derogatory', # pur (77 firings) 'Pur', # common (76 firings) 'common', # designate (73 firings) ' designate', # commerc (68 firings) 'commercial', # pat (67 firings) ' PAT', # commission (65 firings) ' Commissioners', # muddy (65 firings) ' muddy', # jar (64 firings) 'Jar', # crush (64 firings) ' Crush', # use (63 firings) ' Uses', ' Useful', # arer (62 firings) 'arers', # ecstasy (61 firings) ' ecstasy', # bulky (59 firings) ' bulky', # disciplinary (59 firings) 'disciplinary', # activat (56 firings) 'activated', # spice (54 firings) ' Spice', # spit (54 firings) ' Spit', # pie (54 firings) 'pie', # alloween (51 firings) 'alloween', # dough (50 firings) ' Dough', # marine (50 firings) 'marine', # cumbersome (49 firings) ' cumbersome', # cook (48 firings) ' Cookies', # decorat (48 firings) ' decorative', # factor (47 firings) 'factor', # rush (42 firings) 'rush', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'halifax-family', 1 def prog_L02F21652(input_tokens): """10 token families, 12 surface forms (train F1 of the uncapped optimum: 0.853). Fires at 4,293 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the northern region or areas""" # --- end external annotation --- fire = { # northern (2,738 firings) ' northern', ' Northern', 'Northern', # northeastern (222 firings) ' northeastern', # northwestern (135 firings) ' northwestern', # jiang (119 firings) 'jiang', # orthern (101 firings) 'orthern', # snowy (77 firings) ' snowy', # terrestr (64 firings) ' terrestrial', # kj (50 firings) 'kj', # nort (22 firings) ' nort', # tten (20 firings) 'tten', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'northern-family', 1 def prog_L02F21653(input_tokens): """4 token families, 5 surface forms (train F1 of the uncapped optimum: 0.360). Fires at 51,062 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: occurrences of the letter 's'""" # --- end external annotation --- fire = { # s (42,632 firings) 's', # es (3,541 firings) 'es', 'ES', # ts (220 firings) 'TS', # ds (205 firings) 'DS', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 's-family', 1 def prog_L02F21654(input_tokens): """1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.675). Fires at 72,274 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: the contraction "here's" used to introduce information or explanations""" # --- end external annotation --- fire = { # s (70,393 firings) "'s", } token = input_tokens[-1] if token not in fire: return "no match", 0 return 's-family', 1 def prog_L02F21655(input_tokens): """16 token families, 19 surface forms (train F1 of the uncapped optimum: 0.837). Fires at 2,314 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the concept of freezing or pauses in action or processes""" # --- end external annotation --- fire = { # frozen (406 firings) ' frozen', # freez (344 firings) ' freezing', ' freezer', ' freezes', # freeze (323 firings) ' freeze', ' Freeze', # zing (216 firings) 'zing', # suspend (99 firings) ' suspend', # hale (89 firings) ' Hale', # cold (64 firings) ' colder', # rique (59 firings) 'rique', # mia (52 firings) 'mia', # froze (45 firings) ' froze', # erate (37 firings) 'erate', # inite (30 firings) 'initely', # mina (26 firings) 'mination', # gage (24 firings) 'gage', # ensa (20 firings) 'ensation', # activate (12 firings) 'activate', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'frozen-family', 1 def prog_L02F21657(input_tokens): """28 token families, 35 surface forms (train F1 of the uncapped optimum: 0.892). Fires at 2,595 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to "scroll" and related terms""" # --- end external annotation --- fire = { # scroll (989 firings) 'Scroll', ' scroll', ' scrolling', ' Scrolls', ' Scroll', ' scrolls', 'scroll', # continue (268 firings) 'Continue', # opl (95 firings) 'opl', # webpage (73 firings) ' webpage', # plaque (72 firings) ' plaque', # emblem (65 firings) ' Emblem', # yru (64 firings) 'yrus', # ogle (59 firings) 'ogle', # scrib (56 firings) 'scrib', ' Scrib', # paddle (50 firings) ' paddle', # cursor (44 firings) ' cursor', # seal (40 firings) ' Seal', # ousel (39 firings) 'ousel', # sidebar (37 firings) ' sidebar', # bookmark (34 firings) ' bookmark', # clipboard (27 firings) ' clipboard', # wl (26 firings) 'wl', # parch (24 firings) ' parchment', # horizontal (18 firings) ' horizontally', # cyclop (17 firings) 'cyclop', # aspx (17 firings) 'aspx', # lace (16 firings) 'lace', # uscript (16 firings) 'uscript', # templ (15 firings) ' Templ', # ctrl (13 firings) ' CTRL', # glyph (13 firings) ' glyph', # wrap (12 firings) 'wrap', # ibrary (8 firings) 'ibrary', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'scroll-family', 1 def prog_L02F21658(input_tokens): """39 token families, 42 surface forms (train F1 of the uncapped optimum: 0.735). Fires at 5,393 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to propaganda and its related discussions""" # --- end external annotation --- fire = { # propaganda (608 firings) ' propaganda', # victory (244 firings) ' Victory', # churchill (167 firings) ' Churchill', # recruit (149 firings) ' recruitment', # wash (148 firings) 'washing', 'wash', 'washed', # atroc (142 firings) ' atrocities', # misinforma (134 firings) ' misinformation', # propag (114 firings) ' propag', # advertise (107 firings) ' advertisements', # dystopian (102 firings) ' dystopian', # bal (100 firings) ' bal', # broadcast (95 firings) ' broadcasts', # totalitarian (90 firings) ' totalitarian', # camouflage (86 firings) ' camouflage', # aganda (85 firings) 'aganda', # disinforma (73 firings) ' disinformation', # prop (70 firings) 'prop', # suppres (65 firings) ' suppression', # loudspe (60 firings) ' loudspe', # wartime (60 firings) ' wartime', # indoctr (59 firings) ' indoctr', # informa (58 firings) 'information', # decep (58 firings) ' deception', # inform (51 firings) ' informational', # gib (50 firings) ' gib', # leaflet (50 firings) ' leaflets', # ionage (49 firings) 'ionage', # partisan (48 firings) 'partisan', # alleg (46 firings) ' alleg', # pamphlet (46 firings) ' pamphlet', # folklore (46 firings) ' folklore', # strongh (40 firings) ' strongh', ' Strongh', # puppet (38 firings) ' puppet', # ation (34 firings) 'ATIONAL', # ite (34 firings) 'itement', # mobil (33 firings) ' mobilization', # educa (33 firings) 'education', # jing (30 firings) 'jing', # pamph (22 firings) ' pamph', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'propaganda-family', 1 def prog_L02F21659(input_tokens): """45 token families, 55 surface forms (train F1 of the uncapped optimum: 0.634). Fires at 14,168 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to UFO sightings and related phenomena""" # --- end external annotation --- fire = { # witness (609 firings) ' witnesses', ' Witnesses', # unidentif (309 firings) ' unidentified', # sight (300 firings) ' sightings', ' sighting', ' Sight', 'sight', # abduct (231 firings) ' abducted', ' abduct', # hoax (229 firings) ' hoax', # wit (183 firings) 'Witness', # stalk (174 firings) ' stalking', ' stalk', # alk (155 firings) 'alking', 'alker', # unknown (149 firings) ' Unknown', 'Unknown', # ufo (134 firings) ' UFO', ' UFOs', # phenomena (129 firings) ' phenomena', # disappear (118 firings) ' disappearance', # eyewit (115 firings) ' eyewitness', # murd (111 firings) ' Murd', # peak (107 firings) ' Peaks', # esta (103 firings) 'estation', # abduc (99 firings) ' abduction', # cameo (94 firings) ' cameo', # hysteria (94 firings) ' hysteria', # lizard (94 firings) ' lizard', ' Lizard', # mysterious (90 firings) ' mysteriously', # sas (89 firings) ' Sas', # halluc (88 firings) ' halluc', # unexplain (85 firings) ' unexplained', # ewit (81 firings) 'ewitness', # humanoid (74 firings) ' humanoid', # paddock (70 firings) ' Paddock', # 370 (70 firings) '370', # bigfoot (69 firings) ' Bigfoot', # auna (68 firings) 'auna', # oswald (67 firings) ' Oswald', # unsolv (66 firings) ' unsolved', # idae (64 firings) 'idae', # incident (62 firings) ' Incident', # ernand (61 firings) 'ernand', # tamper (61 firings) ' tampering', # bitten (60 firings) ' bitten', # nes (59 firings) ' Ness', # ratom (58 firings) 'ratom', # zynski (56 firings) 'zynski', # fak (55 firings) ' faked', # discrepanc (53 firings) ' discrepancies', # scul (50 firings) ' Scully', # appar (49 firings) ' appar', # inconsistenc (49 firings) ' inconsistencies', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'witness-family', 1 def prog_L02F21661(input_tokens): """3 token families, 8 surface forms (train F1 of the uncapped optimum: 0.805). Fires at 32,790 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: phrases that involve stating or asserting something""" # --- end external annotation --- fire = { # say (26,570 firings) ' say', ' says', ' Say', 'Say', 'say', ' SAY', # argue (744 firings) ' argue', # allege (167 firings) ' allege', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'say-family', 1 def prog_L02F21662(input_tokens): """10 token families, 14 surface forms (train F1 of the uncapped optimum: 0.771). Fires at 6,708 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: words associated with various forms of "ling" as a suffix or root in different contexts""" # --- end external annotation --- fire = { # ling (3,454 firings) 'ling', 'lings', 'linger', ' Ling', # ler (317 firings) 'lers', # lement (221 firings) 'lement', 'lements', # lling (178 firings) 'lling', # bling (161 firings) 'bling', # eling (143 firings) 'eling', # lund (75 firings) 'lund', # ett (75 firings) 'etting', # abbl (52 firings) 'abbling', # pling (41 firings) 'plings', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'ling-family', 1 def prog_L02F21663(input_tokens): """7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.752). Fires at 1,403 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the concept of "basking." """ # --- end external annotation --- fire = { # bas (624 firings) ' bas', ' Bas', 'bas', ' BAS', # baseman (191 firings) ' baseman', # basin (60 firings) ' basin', # ault (52 firings) 'aults', # bunk (39 firings) ' bunker', # smir (18 firings) ' smir', # spon (5 firings) ' spons', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'bas-family', 1 def prog_L02F21664(input_tokens): """40 token families, 79 surface forms (train F1 of the uncapped optimum: 0.291). Fires at 40,883 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: forms of the verb "continue" and its associated concepts""" # --- end external annotation --- fire = { # ing (1,510 firings) 'ing', # ed (1,156 firings) 'ed', # end (940 firings) 'end', ' ending', ' ends', 'ended', 'ending', 'ends', 'END', 'End', ' Ends', ' Ending', # ate (560 firings) 'ate', 'ately', 'ATES', # ation (518 firings) 'ation', # exten (509 firings) ' extension', # period (494 firings) ' period', # ated (472 firings) 'ated', # ish (437 firings) 'ishing', 'ished', 'ishes', 'ishable', 'ishment', 'ishly', # ence (425 firings) 'ence', 'ENCE', # ating (382 firings) 'ating', # ment (258 firings) 'ment', 'mental', # iting (234 firings) 'iting', # art (226 firings) 'arts', 'ART', 'arter', 'arted', 'arters', # ined (221 firings) 'ined', # ining (210 firings) 'ining', # ain (207 firings) 'aining', 'ained', 'ainer', # enc (199 firings) 'ences', 'encing', 'enced', 'encies', # ues (194 firings) 'ues', 'UES', # ative (191 firings) 'ative', # ited (190 firings) 'ited', # ter (189 firings) 'tered', 'tering', # ual (184 firings) 'ual', 'ually', 'uality', # and (183 firings) 'anding', 'anded', 'ands', # uing (149 firings) 'uing', # ina (148 firings) 'ination', # gan (146 firings) 'gan', # ent (140 firings) 'ently', 'enting', # stand (134 firings) 'standing', # ued (132 firings) 'ued', # ay (130 firings) 'AY', # uled (129 firings) 'uled', # day (123 firings) 'days', 'DAY', # ast (123 firings) 'asted', 'asts', 'asting', # still (117 firings) 'still', # mer (112 firings) 'mers', # join (110 firings) 'join', 'joining', # paus (110 firings) ' paused', ' pauses', # ayed (108 firings) 'ayed', # ve (103 firings) 'VE', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'ing-family', 1 def prog_L02F21665(input_tokens): """13 token families, 16 surface forms (train F1 of the uncapped optimum: 0.851). Fires at 2,460 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to diet""" # --- end external annotation --- fire = { # diet (1,104 firings) ' diet', ' Diet', ' diets', # nutri (210 firings) ' nutrition', # dietary (170 firings) ' dietary', ' Dietary', # metabolism (91 firings) ' metabolism', # regimen (51 firings) ' regimen', # inv (49 firings) ' Invest', # carb (47 firings) 'carb', # physique (35 firings) ' physique', # supplement (30 firings) ' supplemented', # cre (26 firings) ' creed', # endar (23 firings) 'endar', # ohydrate (15 firings) 'ohydrate', # epidem (14 firings) ' Epidem', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'diet-family', 1 def prog_L02F21667(input_tokens): """22 token families, 25 surface forms (train F1 of the uncapped optimum: 0.719). Fires at 10,127 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: words related to minerals and their classifications""" # --- end external annotation --- fire = { # ate (3,026 firings) 'ates', 'ATE', 'ATES', # ating (1,903 firings) 'ating', # ulat (169 firings) 'ulates', # ifi (165 firings) 'ifies', # gs (144 firings) 'gs', # ass (142 firings) 'asses', # uat (131 firings) 'uates', # rat (127 firings) 'rates', # inat (117 firings) 'inates', # associat (117 firings) ' Associates', # urat (116 firings) 'urated', # idat (109 firings) 'idates', # ounc (96 firings) 'ounces', # add (95 firings) 'Adds', ' Adds', # icat (83 firings) 'icates', # att (68 firings) 'atters', # iat (50 firings) 'iates', # brat (49 firings) 'brates', # ang (48 firings) 'anges', # moderat (44 firings) ' moderates', # orate (39 firings) 'orate', # grant (37 firings) ' Grants', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'ate-family', 1 def prog_L02F21668(input_tokens): """3 token families, 5 surface forms (train F1 of the uncapped optimum: 0.894). Fires at 1,307 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the term "exp" related to exports or exporters""" # --- end external annotation --- fire = { # exp (1,017 firings) ' exp', ' Exp', 'exp', # exposi (32 firings) ' exposition', # exponent (6 firings) ' exponent', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'exp-family', 1 def prog_L02F21670(input_tokens): """25 token families, 33 surface forms (train F1 of the uncapped optimum: 0.807). Fires at 6,052 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "guide" in various contexts""" # --- end external annotation --- fire = { # guide (2,038 firings) ' guide', ' Guide', 'Guide', 'guide', # gu (536 firings) 'Gu', ' GU', # guid (377 firings) ' guides', ' guiding', ' Guides', ' guid', # guru (166 firings) ' guru', ' Guru', # roadmap (118 firings) ' roadmap', # cheat (108 firings) ' cheat', # gazette (99 firings) ' Gazette', # escort (97 firings) ' escort', # prim (85 firings) ' primer', # bible (71 firings) ' bible', # essent (70 firings) ' Essential', # apore (54 firings) 'apore', # endium (49 firings) 'endium', # chap (48 firings) ' chap', # dig (46 firings) ' Digest', # handbook (45 firings) ' Handbook', # companion (44 firings) ' Companion', # encyclopedia (42 firings) ' encyclopedia', # manu (41 firings) ' Manual', # guideline (33 firings) ' guideline', # walk (33 firings) 'walker', # improve (32 firings) 'improve', # aid (30 firings) ' aids', # visor (30 firings) 'visor', # ailand (24 firings) 'ailand', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'guide-family', 1 def prog_L02F21671(input_tokens): """46 token families, 52 surface forms (train F1 of the uncapped optimum: 0.872). Fires at 3,418 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: proper nouns, specifically names and references related to individuals and businesses""" # --- end external annotation --- fire = { # bour (309 firings) ' Bour', 'bour', ' bour', # kilometr (197 firings) ' kilometres', # bourbon (167 firings) ' bourbon', ' Bourbon', # cinemat (150 firings) ' cinematic', # dion (135 firings) ' Dion', # acad (133 firings) ' Acad', # cer (111 firings) ' Cer', # kier (105 firings) ' Kier', # lc (93 firings) ' LC', # chong (91 firings) ' Chong', # carc (89 firings) ' carc', # ourke (87 firings) 'ourke', # ker (83 firings) ' Kers', # manson (73 firings) ' Manson', # bastard (65 firings) ' bastard', ' Bastard', # 520 (64 firings) ' 520', '520', # mour (62 firings) ' Mour', # camb (52 firings) ' Camb', # boe (46 firings) ' Boe', # massac (46 firings) ' massac', # base (44 firings) ' BASE', # 中 (40 firings) '中', # ب (38 firings) 'ب', # 203 (35 firings) '203', # va (34 firings) ' va', # cour (33 firings) 'cour', # bourgeoi (30 firings) ' bourgeois', # popup (25 firings) ' popup', # bur (24 firings) ' BUR', # 416 (22 firings) ' 416', # bucc (21 firings) ' Bucc', # 518 (20 firings) '518', # byr (20 firings) ' Byr', # 193 (20 firings) '193', # surviv (20 firings) ' surviv', ' Surviv', # 403 (19 firings) ' 403', # 588 (18 firings) '588', # person (17 firings) ' PERSON', # 417 (17 firings) '417', # 586 (16 firings) '586', # 587 (16 firings) '587', # 562 (15 firings) '562', # olson (14 firings) 'olson', # 473 (13 firings) '473', # 383 (13 firings) ' 383', # 519 (11 firings) '519', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'bour-family', 1 def prog_L02F21672(input_tokens): """43 token families, 53 surface forms (train F1 of the uncapped optimum: 0.833). Fires at 5,546 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: mentions of the brand "Maker" in various contexts""" # --- end external annotation --- fire = { # mak (1,178 firings) ' maker', ' Making', 'Making', ' Maker', 'Maker', # motor (196 firings) ' motors', # forge (193 firings) ' Forge', ' forge', 'Forge', # creation (145 firings) ' creations', # runn (144 firings) ' Runner', 'Runner', # pratt (126 firings) ' Pratt', # weld (121 firings) ' Weld', ' welding', # reb (118 firings) ' Reb', # craft (117 firings) ' Craft', # fib (111 firings) ' Fiber', # smith (100 firings) 'smith', # creator (93 firings) ' Creator', # drone (73 firings) ' Drone', # bowman (73 firings) ' Bowman', # libre (71 firings) ' Libre', # bot (65 firings) 'bots', # fp (65 firings) ' FP', # limitles (62 firings) ' limitless', # build (60 firings) ' Builder', # able (58 firings) ' Able', # stretch (57 firings) ' Stretch', 'Stretch', # sew (55 firings) ' sewing', # stem (54 firings) ' STEM', # mable (53 firings) 'mable', # prin (50 firings) ' Prin', # yright (48 firings) 'yrights', # merlin (47 firings) ' Merlin', # emir (43 firings) ' Emir', # keep (42 firings) ' Keeper', # lay (42 firings) 'layer', 'Layer', # fish (41 firings) ' Fishing', # record (41 firings) ' recorder', # eem (40 firings) 'eem', # vor (40 firings) ' Vor', # hive (36 firings) ' Hive', # shard (33 firings) ' shards', # make (33 firings) ' MAKE', # shap (32 firings) ' Shap', # break (30 firings) ' Breaker', # extension (30 firings) ' Extensions', # ning (29 firings) ' Ning', # retch (28 firings) 'retch', # ker (26 firings) 'KER', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'mak-family', 1 def prog_L02F21673(input_tokens): """14 token families, 16 surface forms (train F1 of the uncapped optimum: 0.772). Fires at 2,021 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to feelings of nervousness or anxiety""" # --- end external annotation --- fire = { # nerv (539 firings) ' nervous', ' nerves', # wary (144 firings) ' wary', # respiratory (132 firings) ' respiratory', # consci (121 firings) 'conscious', # anxi (104 firings) ' anxious', # apprehen (71 firings) ' apprehension', ' apprehens', # ctic (71 firings) 'ctic', # happy (70 firings) 'happy', # uneasy (64 firings) ' uneasy', # sweat (48 firings) ' sweating', # annabin (45 firings) 'annabin', # nervous (43 firings) ' nervously', # icip (22 firings) 'icip', # laugh (7 firings) 'laughs', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'nerv-family', 1 def prog_L02F21674(input_tokens): """26 token families, 28 surface forms (train F1 of the uncapped optimum: 0.913). Fires at 1,633 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to "Mes" or variations of the term, indicating a focus on the concept of "mess" or related themes""" # --- end external annotation --- fire = { # mes (303 firings) ' Mes', ' mes', # mesa (123 firings) ' Mesa', # amass (116 firings) ' amassed', # mound (106 firings) ' mound', # tec (106 firings) ' Tec', 'tec', # m (77 firings) ' Mé', # material (76 firings) ' Materials', # morph (70 firings) ' morph', # sek (63 firings) ' Sek', # migrat (61 firings) ' migrated', # cam (47 firings) ' CAM', # trop (38 firings) 'trop', # chem (37 firings) 'chem', # 002 (25 firings) '002', # mith (24 firings) ' Mith', # otrop (23 firings) 'otrop', # ect (22 firings) ' ect', # 671 (16 firings) '671', # morphology (16 firings) ' morphology', # mesh (13 firings) ' meshes', # 702 (13 firings) '702', # 692 (11 firings) '692', # 681 (8 firings) '681', # monary (8 firings) 'monary', # mos (8 firings) ' mos', # 792 (5 firings) '792', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'mes-family', 1 def prog_L02F21675(input_tokens): """28 token families, 30 surface forms (train F1 of the uncapped optimum: 0.873). Fires at 5,406 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "complicated." """ # --- end external annotation --- fire = { # complex (1,392 firings) ' complex', ' complexities', # complicat (707 firings) ' complicated', # frustrat (328 firings) ' frustrating', # confus (301 firings) ' confusing', # simpl (200 firings) ' simpler', # special (200 firings) ' specialized', # var (186 firings) ' varied', # understand (146 firings) ' Understanding', 'Understanding', # messy (143 firings) ' messy', # intricate (139 firings) ' intricate', # conc (118 firings) ' CONC', # fraught (107 firings) ' fraught', # nuanc (95 firings) ' nuanced', # tangl (89 firings) ' tangled', # confedera (78 firings) ' Confederation', # simplif (75 firings) ' simplified', # interconnect (67 firings) ' interconnected', # convolut (60 firings) ' convoluted', # compound (58 firings) ' compounded', # juggl (55 firings) ' juggling', # cumbersome (49 firings) ' cumbersome', # complicate (49 firings) ' complicate', # tedi (49 firings) ' tedious', # prick (42 firings) ' prick', # intertwin (39 firings) ' intertwined', # confound (35 firings) ' confounding', # complica (22 firings) ' complication', # wrink (18 firings) ' wrink', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'complex-family', 1 def prog_L02F21676(input_tokens): """36 token families, 42 surface forms (train F1 of the uncapped optimum: 0.480). Fires at 9,472 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: mentions of different types of oils used in cooking and other contexts""" # --- end external annotation --- fire = { # oil (2,318 firings) ' oil', ' Oil', ' oils', 'Oil', # spray (136 firings) ' spray', ' Spray', # sauce (104 firings) ' sauce', # coat (89 firings) ' coating', ' coated', # wool (88 firings) ' wool', # powd (83 firings) ' powder', # oxide (74 firings) ' oxide', # acid (73 firings) ' acids', # rae (69 firings) ' Rae', # juice (68 firings) ' juice', # grease (59 firings) ' grease', # flour (59 firings) ' flour', # vinegar (58 firings) ' vinegar', # charco (54 firings) ' charcoal', # bal (52 firings) ' bal', # resin (51 firings) ' resin', # ι (51 firings) 'ι', # lubr (48 firings) ' lubric', # broth (45 firings) ' broth', # acryl (45 firings) ' acrylic', # dye (45 firings) ' dye', # residue (42 firings) ' residue', # saliva (42 firings) ' saliva', # silicone (42 firings) ' silicone', # fat (40 firings) ' fats', # rubb (38 firings) ' rubbing', ' rubbed', # foil (37 firings) ' foil', # pig (35 firings) ' pigment', # oily (35 firings) ' oily', # silk (35 firings) ' silk', # shampoo (32 firings) ' shampoo', # wash (30 firings) 'wash', # latex (29 firings) ' latex', # iesel (27 firings) 'iesel', # bolt (25 firings) ' bolts', # towel (24 firings) ' towels', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'oil-family', 1 def prog_L02F21677(input_tokens): """13 token families, 16 surface forms (train F1 of the uncapped optimum: 0.704). Fires at 7,763 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: instances of the word "driving." """ # --- end external annotation --- fire = { # driv (2,807 firings) ' driving', 'driving', ' Driving', ' Drivers', # drive (1,019 firings) ' drive', # drove (722 firings) ' drove', # driven (324 firings) ' driven', # dri (159 firings) 'Dri', # command (120 firings) ' commanding', # car (91 firings) ' Cars', # drift (64 firings) ' drifting', # eer (53 firings) 'eering', # rat (39 firings) 'Rating', # veh (38 firings) ' veh', # brak (26 firings) ' braking', # curs (25 firings) ' cursing', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'driv-family', 1 def prog_L02F21679(input_tokens): """39 token families, 47 surface forms (train F1 of the uncapped optimum: 0.844). Fires at 5,523 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: mentions of the Java programming language""" # --- end external annotation --- fire = { # java (874 firings) ' Java', 'Java', 'java', ' java', # portuguese (272 firings) ' Portuguese', # julia (264 firings) ' Julia', # haskell (239 firings) ' Haskell', # api (197 firings) ' APIs', # jazz (179 firings) ' Jazz', # jd (149 firings) ' JD', 'JD', # atari (136 firings) ' Atari', # coffee (135 firings) ' Coffee', # utra (121 firings) 'utra', # drup (114 firings) ' Drupal', # jakarta (111 firings) ' Jakarta', # scala (111 firings) ' Scala', # amphib (107 firings) ' amphib', # eclipse (85 firings) ' Eclipse', # jade (84 firings) ' Jade', # clojure (79 firings) ' Clojure', # swing (74 firings) ' Swing', 'swing', # directx (73 firings) ' DirectX', # trojan (73 firings) ' Trojan', # jav (66 firings) ' Jav', # 215 (66 firings) ' 215', # port (65 firings) ' ported', # byte (58 firings) ' byte', ' Byte', # algebra (54 firings) ' algebra', # dart (53 firings) ' Dart', # ada (51 firings) ' Ada', # ovy (45 firings) 'ovy', # junk (44 firings) ' Junk', # snatch (35 firings) ' snatch', # integ (29 firings) ' integers', ' Integer', 'Integer', # zerg (28 firings) ' Zerg', # pox (28 firings) 'pox', # タ (26 firings) 'タ', # jb (26 firings) 'JB', # ojure (25 firings) 'ojure', # ellipt (24 firings) ' ellipt', # lambda (22 firings) ' lambda', # rup (14 firings) 'rupal', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'java-family', 1 def prog_L02F21680(input_tokens): """42 token families, 42 surface forms (train F1 of the uncapped optimum: 0.848). Fires at 4,175 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: geographical locations and specific names in text related to conflict or crisis situations""" # --- end external annotation --- fire = { # crimea (258 firings) ' Crimea', # emirat (163 firings) ' Emirates', # alexandria (162 firings) ' Alexandria', # sinai (154 firings) ' Sinai', # sheldon (146 firings) ' Sheldon', # siriu (136 firings) ' Sirius', # brazen (127 firings) ' brazen', # mcauliffe (120 firings) ' McAuliffe', # edi (120 firings) 'edi', # nile (118 firings) ' Nile', # sim (112 firings) ' SIM', # agl (111 firings) 'agles', # cliffe (109 firings) 'cliffe', # seventh (97 firings) ' Seventh', # isi (97 firings) ' Isis', # parson (96 firings) ' Parsons', # sahara (77 firings) ' Sahara', # anski (77 firings) 'anski', # kou (75 firings) ' Kou', # choir (68 firings) ' choir', # ahs (67 firings) 'ahs', # torah (65 firings) ' Torah', # unchart (62 firings) ' Uncharted', # sage (61 firings) ' sage', # sic (59 firings) ' Sic', # surrogate (57 firings) ' surrogate', # irsch (53 firings) 'irsch', # shin (53 firings) ' Shining', # underworld (53 firings) ' underworld', # aft (51 firings) ' AFTER', # shadow (51 firings) 'shadow', # caucasu (48 firings) ' Caucasus', # bentley (48 firings) ' Bentley', # sigma (43 firings) ' Sigma', # generous (40 firings) ' generously', # ck (33 firings) ' CK', # aaaa (30 firings) 'aaaa', # exodu (30 firings) ' Exodus', # esi (27 firings) 'esi', # snatch (24 firings) ' snatch', # ror (16 firings) 'ROR', # ubi (13 firings) 'ubis', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'crimea-family', 1 def prog_L02F21681(input_tokens): """18 token families, 19 surface forms (train F1 of the uncapped optimum: 0.882). Fires at 1,487 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the name "Dostoevsky." """ # --- end external annotation --- fire = { # sky (403 firings) 'Sky', 'sky', # ovsky (124 firings) 'ovsky', # si (117 firings) 'si', # castle (106 firings) 'castle', # shadow (79 firings) 'shadow', # stevenson (73 firings) ' Stevenson', # daisy (64 firings) ' Daisy', # gey (63 firings) 'gey', # osaur (50 firings) 'osaurs', # metry (44 firings) 'metry', # lez (38 firings) 'lez', # ozone (33 firings) ' ozone', # ython (30 firings) 'ython', # 315 (23 firings) '315', # meta (18 firings) 'meta', # 314 (18 firings) ' 314', # rolet (9 firings) 'rolet', # sys (8 firings) 'sys', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'sky-family', 1 def prog_L02F21682(input_tokens): """10 token families, 14 surface forms (train F1 of the uncapped optimum: 0.853). Fires at 5,284 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to "figure," likely in the context of body image or physical appearance""" # --- end external annotation --- fire = { # figure (2,694 firings) ' figure', 'figure', ' Figure', 'Figure', # figur (1,468 firings) ' figures', ' figuring', # note (114 firings) 'note', # shadowy (80 firings) ' shadowy', # bum (69 firings) ' bum', # statue (69 firings) ' Statue', # silhouette (57 firings) ' silhouette', # stat (28 firings) ' STAT', # igure (15 firings) 'igure', # 人 (14 firings) '人', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'figure-family', 1 def prog_L02F21683(input_tokens): """14 token families, 21 surface forms (train F1 of the uncapped optimum: 0.932). Fires at 3,857 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to print media""" # --- end external annotation --- fire = { # print (2,887 firings) ' print', ' printed', ' Print', ' printing', 'Print', 'print', ' prints', # int (167 firings) 'INT', # format (66 firings) 'format', # reprint (59 firings) ' reprint', # tim (48 firings) ' TIM', # paste (44 firings) ' Paste', # cout (34 firings) ' cout', # america (30 firings) ' AMERICA', # paperback (30 firings) ' paperback', # fila (25 firings) ' filament', # io (23 firings) ' io', # edi (17 firings) ' EDITION', # println (12 firings) ' println', 'println', # augh (10 firings) 'aughs', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'print-family', 1 def prog_L02F21684(input_tokens): """47 token families, 51 surface forms (train F1 of the uncapped optimum: 0.841). Fires at 4,113 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: terms related to the concept of "woman." """ # --- end external annotation --- fire = { # problem (209 firings) ' Problem', 'problem', 'Problem', # oman (194 firings) 'oman', # orman (177 firings) 'orman', # man (169 firings) ' MAN', # roman (144 firings) 'Roman', 'roman', # english (131 firings) 'English', # eng (128 firings) 'ENG', ' ENG', # rap (109 firings) 'raper', # utsch (104 firings) 'utsch', # ars (102 firings) 'ARS', # oyal (96 firings) 'oyal', # apan (95 firings) 'apan', # isman (94 firings) 'isman', # owan (85 firings) 'owan', # yankee (82 firings) ' Yankee', # ansom (73 firings) 'ansom', # pilot (73 firings) ' Pilot', # ost (71 firings) ' Ost', # uman (65 firings) 'uman', # zar (61 firings) 'zar', # prem (60 firings) ' Prem', # simulator (59 firings) ' Simulator', # stall (55 firings) 'stall', # rit (52 firings) 'riter', # raven (48 firings) ' raven', # uler (44 firings) 'uler', # alky (42 firings) 'alky', # loy (40 firings) ' Loyal', # perfect (39 firings) 'Perfect', # blem (38 firings) 'blems', # obal (37 firings) 'obal', # rem (36 firings) 'REM', # surn (35 firings) ' surn', # lov (35 firings) ' Lover', # ompl (31 firings) 'ompl', # asant (31 firings) 'asant', # ukong (30 firings) 'ukong', # oslav (30 firings) 'oslav', # wash (27 firings) 'washer', # shogun (26 firings) ' Shogun', # protector (22 firings) ' Protector', # odore (20 firings) 'odore', # irgin (19 firings) 'irgin', # unman (18 firings) ' unman', # ogun (17 firings) 'ogun', # uch (17 firings) 'uchs', # 747 (12 firings) '747', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'problem-family', 1 def prog_L02F21685(input_tokens): """37 token families, 40 surface forms (train F1 of the uncapped optimum: 0.915). Fires at 2,323 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: terms related to the concept of intensity or difficulty, particularly in a challenging context""" # --- end external annotation --- fire = { # gru (281 firings) ' Gru', ' gru', 'gru', # hung (139 firings) ' Hunger', # fi (134 firings) ' FI', ' fi', # semif (99 firings) ' semif', # lockout (95 firings) ' lockout', # nem (83 firings) ' nem', # grizz (78 firings) ' grizz', # num (75 firings) ' num', # forb (70 firings) ' forb', # ardu (65 firings) ' ardu', # garg (62 firings) ' garg', # lumb (60 firings) ' lumber', # fra (46 firings) ' fra', # cush (45 firings) ' cush', # orc (44 firings) ' orc', # slee (43 firings) ' slee', # har (42 firings) ' hars', # gri (40 firings) ' gri', # gul (39 firings) ' gul', # comm (39 firings) ' COMM', # ow (38 firings) ' ow', # thro (37 firings) ' thro', # haz (37 firings) ' haz', # grun (36 firings) ' grun', # batt (34 firings) ' batt', # lug (32 firings) ' lug', # stren (30 firings) ' stren', # aust (29 firings) ' aust', # malf (28 firings) ' malf', # leng (28 firings) ' leng', # gor (26 firings) ' gor', # azerbai (25 firings) ' Azerbai', # scrim (20 firings) ' scrim', # brut (18 firings) ' brut', # nerv (15 firings) ' nerv', # nob (10 firings) ' nob', # rha (9 firings) 'rha', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'gru-family', 1 def prog_L02F21686(input_tokens): """24 token families, 24 surface forms (train F1 of the uncapped optimum: 0.792). Fires at 2,369 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to specific sports teams and their names""" # --- end external annotation --- fire = { # cou (259 firings) ' Cou', # crown (172 firings) ' crowned', # daw (126 firings) ' Daw', # sup (113 firings) ' Sup', # charg (108 firings) ' Charg', # byu (89 firings) ' BYU', # quadru (81 firings) ' quadru', # clim (73 firings) ' Clim', # regular (71 firings) ' Regular', # sevent (68 firings) ' Sevent', # combin (68 firings) ' Combined', # dani (55 firings) ' Dani', # saud (53 firings) ' Saud', # ult (52 firings) ' Ult', # xi (50 firings) 'xi', # coup (47 firings) ' Coup', # ouple (46 firings) 'ouple', # cue (38 firings) ' Cue', # huh (33 firings) ' Huh', # coh (27 firings) ' Coh', # pione (21 firings) ' Pione', # cour (11 firings) ' COUR', # ================================ (7 firings) '================================', # ================================================================= (6 firings) ' =================================================================', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'cou-family', 1 def prog_L02F21687(input_tokens): """48 token families, 55 surface forms (train F1 of the uncapped optimum: 0.813). Fires at 26,326 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: geographic locations or regions""" # --- end external annotation --- fire = { # colleg (488 firings) ' colleges', ' Colleges', # immigra (420 firings) ' Immigration', # architect (309 firings) ' architects', ' Architects', # israeli (257 firings) ' Israelis', # hous (252 firings) ' Housing', # aid (242 firings) ' aided', ' aiding', ' aids', # credit (234 firings) 'Credit', # secur (223 firings) ' Securities', # join (207 firings) ' Joined', # arch (206 firings) ' Archives', # broadcast (202 firings) ' Broadcasting', # gay (196 firings) ' gays', # resort (187 firings) ' Resort', # gun (179 firings) ' Guns', # punjab (174 firings) ' Punjab', # brighton (171 firings) ' Brighton', # strength (170 firings) ' strengths', 'Strength', 'strength', # shap (156 firings) ' shapes', # geek (146 firings) ' Geek', # divorc (145 firings) ' divorced', # ernst (143 firings) ' Ernst', # sleek (141 firings) ' sleek', # patent (139 firings) ' Patent', # general (139 firings) ' generals', 'Generally', # rook (136 firings) ' rookies', # opa (136 firings) 'OPA', # azed (135 firings) 'azed', # beauty (133 firings) ' Beauty', # igra (132 firings) 'igration', # genu (131 firings) ' genus', # flurry (127 firings) ' flurry', # boy (126 firings) 'boys', # bank (122 firings) ' Banking', # izzard (121 firings) 'izzard', # turk (120 firings) ' Turks', # ammu (111 firings) 'ammu', # lewd (111 firings) ' lewd', # handcuff (111 firings) ' handcuffed', # lexington (110 firings) ' Lexington', # dungeon (107 firings) ' Dungeons', # basin (107 firings) ' Basin', # sequel (106 firings) ' sequels', # uter (106 firings) 'UTERS', # jail (106 firings) ' jails', # eagle (106 firings) ' eagle', # atham (105 firings) 'atham', # newfoundland (104 firings) ' Newfoundland', # woodward (103 firings) ' Woodward', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'colleg-family', 1 def prog_L02F21688(input_tokens): """20 token families, 40 surface forms (train F1 of the uncapped optimum: 0.188). Fires at 908,220 of 36,786,566 positions. Fires at 2.47% of positions, and token rules do not serve features this dense: median test F1 0.086 across the 37,173 features above 0.39% of positions, against 0.763 for the 76,283 below 0.016%. Read this fire set as the best available approximation, not as what the feature does.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: pronouns and references to multiple subjects or entities""" # --- end external annotation --- fire = { # the (36,885 firings) 'The', ' The', # is (28,819 firings) ' is', # s (22,352 firings) 's', # it (20,005 firings) ' it', ' It', # i (19,479 firings) ' I', 'I', # was (18,368 firings) ' was', # has (18,086 firings) ' has', 'Has', # we (18,039 firings) ' we', ' We', 'We', # he (17,481 firings) ' he', ' He', 'He', # will (15,804 firings) ' will', # at (14,265 firings) ' at', # you (10,958 firings) ' you', ' You', 'you', # they (9,568 firings) ' they', ' They', 'They', 'they', # she (7,031 firings) ' she', ' She', 'She', ' SHE', # ? (4,954 firings) '?', # would (3,882 firings) ' would', # her (3,862 firings) ' her', 'Her', # ! (3,815 firings) '!', # our (3,690 firings) ' our', ' Our', 'Our', # trump (3,449 firings) ' Trump', 'Trump', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'the-family', 1 def prog_L02F21689(input_tokens): """42 token families, 49 surface forms (train F1 of the uncapped optimum: 0.510). Fires at 16,446 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to video content and social media links""" # --- end external annotation --- fire = { # = (581 firings) '=', # watch (501 firings) 'watch', # new (428 firings) 'news', # legraph (418 firings) 'legraph', # app (342 firings) 'app', # pastebin (227 firings) ' Pastebin', # what (220 firings) ' Whats', # unlock (204 firings) ' unlocks', # http (188 firings) 'http', # article (131 firings) 'article', # arch (126 firings) ' archive', 'archive', # ‎ (125 firings) '\u200e', ' \u200e', # imag (117 firings) 'images', # activ (102 firings) 'Activity', # php (101 firings) 'php', # journ (99 firings) 'journal', # youtube (96 firings) 'youtube', # github (93 firings) 'github', # show (90 firings) 'show', # orthern (89 firings) 'orthern', # plac (84 firings) 'places', # merit (83 firings) 'Merit', # index (82 firings) 'index', # src (82 firings) ' src', 'src', # hash (76 firings) 'hash', # untitl (73 firings) 'Untitled', # emb (73 firings) 'embed', # encyclopedia (71 firings) ' encyclopedia', # wiki (70 firings) 'wiki', # facebook (66 firings) 'facebook', # statu (64 firings) 'status', # video (61 firings) ' VIDEOS', 'videos', # apple (58 firings) 'apple', # 1080 (55 firings) '1080', # forum (55 firings) 'forum', 'forums', # twitch (55 firings) ' twitch', 'twitch', # content (53 firings) 'content', # pmwiki (52 firings) 'pmwiki', # cloud (51 firings) 'cloud', # imedia (50 firings) 'imedia', # top (45 firings) 'topic', 'Topic', # group (43 firings) 'groups', } token = input_tokens[-1] if token not in fire: return "no match", 0 return '=-family', 1 def prog_L02F21690(input_tokens): """10 token families, 13 surface forms (train F1 of the uncapped optimum: 0.853). Fires at 4,740 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: occurrences of the word "missed." """ # --- end external annotation --- fire = { # miss (2,806 firings) ' missed', ' missing', ' misses', 'Missing', # mis (1,120 firings) ' miss', # sidelin (143 firings) ' sidelined', # botch (115 firings) ' botched', # skipp (100 firings) ' skipped', # dodg (73 firings) ' dodged', # circl (47 firings) ' circled', # snip (26 firings) ' snipers', # miscar (22 firings) ' miscar', # blink (21 firings) ' blinked', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'miss-family', 1 def prog_L02F21691(input_tokens): """48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.879). Fires at 4,574 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to mustard and related food ingredients""" # --- end external annotation --- fire = { # clarkson (149 firings) ' Clarkson', # jd (149 firings) ' JD', 'JD', # antam (135 firings) 'antam', # hath (116 firings) ' Hath', # produ (112 firings) 'produ', # ant (110 firings) ' ants', # mustang (109 firings) ' Mustang', # tractor (95 firings) ' tractor', # stain (93 firings) ' stain', ' stains', ' Stain', # dye (89 firings) ' dye', # kee (87 firings) ' Kee', # cid (75 firings) ' cider', # mustard (73 firings) ' mustard', # crab (73 firings) ' crab', # diesel (72 firings) ' Diesel', # etchup (71 firings) 'etchup', # dvd (71 firings) 'DVD', # chili (69 firings) ' chili', # 123 (68 firings) '123', # coli (66 firings) ' coli', # withhold (66 firings) ' withholding', # esame (66 firings) 'esame', # pigeon (59 firings) ' pigeon', # vinegar (58 firings) ' vinegar', # isot (57 firings) ' isot', # distill (56 firings) ' distilled', # denim (55 firings) ' denim', # 124 (47 firings) '124', # pea (46 firings) ' peas', # hive (46 firings) ' hive', # breath (45 firings) ' breathed', # perfume (44 firings) ' perfume', # amorph (44 firings) 'amorph', # germ (41 firings) ' germ', # eps (41 firings) ' Eps', # cabbage (40 firings) ' cabbage', # elixir (40 firings) ' Elixir', # microsc (39 firings) ' microsc', # manure (38 firings) ' manure', # :::::::: (37 firings) '::::::::', # indistinguish (36 firings) ' indistinguishable', # lettuce (34 firings) ' lettuce', # ati (34 firings) 'atis', # aliena (33 firings) ' alienation', # bai (32 firings) ' Bai', # dyed (31 firings) ' dyed', # ces (31 firings) ' cess', # belg (31 firings) ' Belg', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'clarkson-family', 1 def prog_L02F21692(input_tokens): """21 token families, 43 surface forms (train F1 of the uncapped optimum: 0.131). Fires at 891,771 of 36,786,566 positions. Fires at 2.42% of positions, and token rules do not serve features this dense: median test F1 0.086 across the 37,173 features above 0.39% of positions, against 0.763 for the 76,283 below 0.016%. Read this fire set as the best available approximation, not as what the feature does.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: phrases related to character attributes and benefits in a gaming or application context""" # --- end external annotation --- fire = { # \n (65,731 firings) '\n', # for (28,815 firings) ' for', ' For', 'For', 'for', ' FOR', # is (23,854 firings) ' is', # : (15,006 firings) ':', ' :', # with (14,808 firings) ' with', ' With', 'with', ' WITH', # has (11,962 firings) ' has', ' HAS', # from (8,651 firings) ' from', ' FROM', # are (8,288 firings) ' are', ' ARE', # have (8,162 firings) ' have', ' Have', ' HAVE', # be (7,329 firings) ' be', # an (7,016 firings) ' an', ' AN', # you (6,442 firings) ' you', # not (5,735 firings) ' not', ' Not', 'not', ' NOT', 'NOT', # can (5,476 firings) ' can', # will (5,289 firings) ' will', ' WILL', # or (5,182 firings) ' or', ' Or', ' OR', # / (4,770 firings) '/', # ? (4,759 firings) '?', ' ?', # its (3,262 firings) ' its', # some (2,995 firings) ' some', # your (2,866 firings) ' your', } token = input_tokens[-1] if token not in fire: return "no match", 0 return '\\n-family', 1 def prog_L02F21693(input_tokens): """46 token families, 52 surface forms (train F1 of the uncapped optimum: 0.817). Fires at 7,553 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: expressions related to annoyance and irritation""" # --- end external annotation --- fire = { # annoy (554 firings) ' annoying', ' annoyed', ' annoy', ' annoyance', # frustrat (328 firings) ' frustrating', # harass (251 firings) ' harassed', ' harassing', # agg (234 firings) 'agging', # amus (152 firings) ' amusing', ' amused', # disgust (147 firings) ' disgusting', # unpleasant (143 firings) ' unpleasant', # stubborn (138 firings) ' stubborn', # notice (135 firings) ' noticeable', # anger (134 firings) ' angered', # infuri (121 firings) ' infuri', # tedi (104 firings) ' tedious', # dislike (102 firings) ' dislike', # discomfort (95 firings) ' discomfort', # haras (93 firings) ' harass', # ridden (89 firings) 'ridden', # irritat (87 firings) ' irritated', ' irritating', # nuis (83 firings) ' nuisance', # hassle (83 firings) ' hassle', # pesky (80 firings) ' pesky', # irrit (79 firings) ' irrit', # inces (78 firings) ' incess', # inconveni (76 firings) ' inconvenience', # menace (73 firings) ' menace', # important (73 firings) 'important', # inconvenient (69 firings) ' inconvenient', # upsett (68 firings) ' upsetting', # ament (64 firings) 'amental', # antagon (63 firings) ' antagon', # tor (62 firings) ' torment', # ant (61 firings) ' antic', # troublesome (61 firings) ' troublesome', # indispens (59 firings) ' indispensable', # exasp (59 firings) ' exasper', # noticeab (59 firings) ' noticeably', # vex (57 firings) ' vex', # obnoxi (55 firings) ' obnoxious', # arras (55 firings) 'arrass', # distract (51 firings) ' distracting', # icable (51 firings) 'icable', # cumbersome (49 firings) ' cumbersome', # aggrav (47 firings) ' aggrav', # erou (46 firings) 'erous', # pest (46 firings) ' pests', # unbear (45 firings) ' unbearable', # use (45 firings) ' usefulness', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'annoy-family', 1 def prog_L02F21695(input_tokens): """30 token families, 80 surface forms (train F1 of the uncapped optimum: 0.316). Fires at 105,831 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: terms related to machine learning and artificial intelligence""" # --- end external annotation --- fire = { # system (2,671 firings) ' system', ' systems', ' System', ' Systems', # data (2,310 firings) ' data', ' Data', # comput (2,088 firings) ' computer', ' computers', ' computing', 'computer', ' Computing', ' computational', ' Computer', ' comput', # informa (1,943 firings) ' information', ' Information', # machine (1,150 firings) ' machine', ' Machine', 'machine', 'Machine', # technology (1,060 firings) ' technology', # model (1,018 firings) ' model', ' models', ' modeling', ' Models', # intellig (1,010 firings) ' intelligence', ' Intelligence', 'intelligence', ' intellig', # network (946 firings) ' network', ' networks', ' Networks', # analysi (899 firings) ' analysis', ' Analysis', 'analysis', # learn (884 firings) ' learning', ' Learning', 'learning', 'Learning', ' learns', 'learn', # language (734 firings) ' language', ' Language', # tool (699 firings) ' tools', ' tool', # software (606 firings) ' software', # ation (556 firings) 'ation', # machin (544 firings) ' machines', ' Machines', # process (500 firings) ' processing', ' processes', ' Processing', 'processing', # algorithm (457 firings) ' algorithms', ' algorithm', # collec (395 firings) ' collection', 'collection', # artific (382 firings) ' artificial', ' Artificial', # programm (380 firings) ' programming', ' programmed', ' Programming', ' programmer', # iza (379 firings) 'ization', # engine (358 firings) ' engine', # ai (348 firings) ' AI', # sensor (331 firings) ' sensors', ' sensor', ' Sensor', # manage (327 firings) ' management', # track (326 firings) ' tracking', 'tracking', ' Tracking', 'Tracker', # generat (313 firings) ' generated', 'generated', # fraud (305 firings) ' fraud', ' Fraud', # collect (301 firings) ' collected', ' collects', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'system-family', 1 def prog_L02F21696(input_tokens): """22 token families, 25 surface forms (train F1 of the uncapped optimum: 0.932). Fires at 2,342 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: occurrences of the name "Mart." """ # --- end external annotation --- fire = { # mart (1,013 firings) ' Mart', 'Mart', 'mart', ' mart', # pd (141 firings) ' PD', # empir (120 firings) ' empirical', # marcel (101 firings) ' Marcel', # axel (99 firings) ' Axel', # martyr (87 firings) ' martyr', # gustav (78 firings) ' Gustav', # tay (69 firings) ' Tay', # fern (63 firings) ' Fern', # shea (56 firings) ' Shea', # salam (48 firings) ' Salam', # etf (46 firings) ' ETF', # faust (44 firings) ' Faust', # brend (43 firings) ' Brend', # barbar (39 firings) ' Barbar', # bren (35 firings) ' Bren', # ilipp (34 firings) 'ilipp', # petra (27 firings) ' Petra', # eva (20 firings) 'Eva', # vec (18 firings) ' Vec', # ,... (12 firings) ',...', # println (7 firings) ' println', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'mart-family', 1 def prog_L02F21697(input_tokens): """35 token families, 37 surface forms (train F1 of the uncapped optimum: 0.716). Fires at 4,771 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to the term "designated" in various contexts""" # --- end external annotation --- fire = { # designat (461 firings) ' designated', # mark (177 firings) 'marked', ' markings', # decorat (164 firings) ' decorated', # designa (160 firings) ' designation', # commemorate (157 firings) ' commemorate', # darrell (145 firings) ' Darrell', # beginn (139 firings) 'Beginning', # label (138 firings) ' labeled', # design (133 firings) 'design', # allocat (131 firings) ' allocated', # clar (80 firings) ' Clarence', # enic (77 firings) 'enic', # restroom (77 firings) ' restrooms', # designate (74 firings) ' designate', # lin (72 firings) 'lined', # enclos (68 firings) ' enclosed', # signage (63 firings) ' signage', # euphem (55 firings) ' euphem', # 501 (55 firings) ' 501', # identifi (55 firings) ' identifier', ' identifiers', # sanction (49 firings) ' sanctioned', # denote (41 firings) ' denote', # deline (40 firings) ' deline', # enrich (34 firings) ' enriched', # holi (33 firings) ' holiest', # express (32 firings) ' expressly', # signif (29 firings) ' signifies', # allott (28 firings) ' allotted', # denot (26 firings) ' denotes', # alternat (26 firings) 'Alternative', # anatom (24 firings) ' anatomical', # gment (24 firings) 'gment', # chas (20 firings) ' Chaser', # ferr (16 firings) 'ferred', # descript (12 firings) ' descript', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'designat-family', 1 def prog_L02F21698(input_tokens): """24 token families, 27 surface forms (train F1 of the uncapped optimum: 0.882). Fires at 2,286 of 36,786,566 positions.""" # --- begin external annotation (ignored at runtime) --- """prev SAE description: references to wetness or moisture""" # --- end external annotation --- fire = { # wet (451 firings) ' wet', ' Wet', # soak (155 firings) ' soaked', ' soak', ' soaking', # rainy (114 firings) ' rainy', # sticky (106 firings) ' sticky', # padd (103 firings) ' padd', # wick (89 firings) ' Wick', # wat (81 firings) 'wat', # slippery (75 firings) ' slippery', # fertile (70 firings) ' fertile', # saturat (68 firings) ' saturated', # wetland (57 firings) ' wetlands', # veget (54 firings) ' Veget', # wil (53 firings) ' wil', # utt (53 firings) ' Utt', # moist (51 firings) ' moist', # thirsty (49 firings) ' thirsty', # prick (42 firings) ' prick', # hairy (37 firings) ' hairy', # 050 (35 firings) '050', # dripp (30 firings) ' dripping', # sponge (26 firings) ' sponge', # irrig (20 firings) ' irrig', # irgin (19 firings) 'irgin', # lear (10 firings) ' lear', } token = input_tokens[-1] if token not in fire: return "no match", 0 return 'wet-family', 1