| """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.""" |
| |
| """prev SAE description: percentages related to statistics or financial values""" |
| |
| fire = { |
| |
| ' 47', '47', |
| |
| ' 46', '46', |
| |
| '48', |
| |
| '87', ' 87', |
| |
| ' 71', '71', |
| |
| ' 1987', '1987', |
| |
| ' 1988', |
| |
| '78', |
| |
| ' 247', '247', |
| |
| ' 1948', |
| |
| ' 1947', |
| |
| ' 480', '480', |
| |
| ' 1946', |
| |
| ' 146', '146', |
| |
| ' 747', '747', |
| |
| ' 460', '460', |
| |
| ' Jaguar', |
| |
| ' 197', '197', |
| |
| ' 147', '147', |
| |
| ' Wildcats', |
| |
| '470', ' 470', |
| |
| ' 142', |
| |
| ' 143', |
| |
| ' 167', |
| |
| '348', ' 348', |
| |
| ' 148', |
| |
| '246', ' 246', |
| |
| '465', ' 465', |
| |
| ' 198', |
| |
| ' 166', |
| |
| '475', ' 475', |
| |
| ' 157', |
| |
| '458', ' 458', |
| |
| ' 242', |
| |
| ' 244', |
| |
| '407', |
| |
| ' 317', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to touchdowns in sports contexts""" |
| |
| fire = { |
| |
| ' touchdown', ' touchdowns', |
| |
| ' Telescope', |
| |
| ' sideline', |
| |
| ' homer', ' homers', |
| |
| 'iership', |
| |
| ' treason', |
| |
| 'touch', |
| |
| ' kne', |
| |
| ' fumble', |
| |
| ' Thought', |
| |
| ' TDs', |
| |
| ' GHz', |
| |
| ' strikeouts', |
| |
| 'Tweet', |
| |
| ' INT', |
| |
| ' timeout', |
| |
| 'ighthouse', |
| |
| 'description', |
| |
| ' Artifact', |
| |
| 'Result', |
| |
| '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.""" |
| |
| """prev SAE description: references to climate change and its implications""" |
| |
| fire = { |
| |
| ' change', ' Change', 'change', 'Change', |
| |
| ' warming', |
| |
| ' changing', ' Changing', 'Changing', |
| |
| ' emissions', |
| |
| ' modified', |
| |
| 'ifting', |
| |
| '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.""" |
| |
| """prev SAE description: references to Argentina and its relations""" |
| |
| fire = { |
| |
| ' Argentina', |
| |
| ' Argentine', |
| |
| ' Messi', |
| |
| 'Australia', |
| |
| ' Maur', |
| |
| 'INGTON', |
| |
| ' ants', 'antes', |
| |
| ' Omaha', |
| |
| ' Dominican', |
| |
| ' Enrique', |
| |
| ' Lionel', |
| |
| ' eccentric', |
| |
| ' Fernandez', |
| |
| ' Padres', |
| |
| ' Bolivia', |
| |
| ' Argent', |
| |
| 'letico', |
| |
| ' Uruguay', |
| |
| 'aldo', |
| |
| ' Adolf', |
| |
| ' Highland', |
| |
| ' Barker', |
| |
| ' Buenos', |
| |
| ' Aires', |
| |
| 'Italy', |
| |
| ' apartheid', |
| |
| 'Aust', |
| |
| ' oak', |
| |
| ' Assy', |
| |
| 'inian', |
| |
| ' espresso', |
| |
| ' Paragu', |
| |
| 'agos', |
| |
| ' asshole', |
| |
| '460', ' 460', |
| |
| ' Bots', |
| |
| '470', ' 470', |
| |
| 'iera', |
| |
| ' affirmation', |
| |
| ' Urug', |
| |
| 'ernandez', |
| |
| ' Processor', |
| |
| ' anus', |
| |
| 'AAA', |
| |
| 'uador', |
| |
| 'atican', |
| |
| '665', |
| |
| '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.""" |
| |
| """prev SAE description: references to the "Avatar" franchise""" |
| |
| fire = { |
| |
| ' Indians', |
| |
| 'atar', 'atars', |
| |
| 'ATH', |
| |
| 'Av', |
| |
| 'tale', |
| |
| ' Avatar', ' avatar', |
| |
| ' Analytics', |
| |
| 'akis', |
| |
| ' commenters', ' commenter', |
| |
| ' Dawson', |
| |
| ' carrots', ' carrot', |
| |
| ' Katz', |
| |
| 'azar', |
| |
| ' Andersen', |
| |
| 'imposed', |
| |
| 'onso', |
| |
| 'atari', |
| |
| 'atri', |
| |
| ' outsourcing', |
| |
| ' Architect', |
| |
| 'bender', |
| |
| ' Armor', |
| |
| 'zar', |
| |
| ' Tatt', |
| |
| ' Aram', |
| |
| ' gulf', |
| |
| ' adoptive', |
| |
| ' Aristotle', |
| |
| 'itcher', |
| |
| ' Korra', |
| |
| 'Agent', |
| |
| 'oji', |
| |
| 'edar', |
| |
| ' testim', |
| |
| ' Arche', |
| |
| 'ateral', |
| |
| 'atl', |
| |
| ' courier', |
| |
| ' narration', |
| |
| ' CAT', |
| |
| ' Sponsor', |
| |
| ' addon', |
| |
| 'coded', |
| |
| ' correlate', |
| |
| 'adiator', |
| |
| 'atcher', |
| |
| '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.""" |
| |
| """prev SAE description: mentions of shopping malls""" |
| |
| fire = { |
| |
| ' mall', ' malls', |
| |
| ' upscale', |
| |
| ' sushi', |
| |
| ' motel', |
| |
| 'onductor', |
| |
| ' MLG', |
| |
| 'ogle', |
| |
| ' lumber', |
| |
| ' Macy', |
| |
| ' mans', |
| |
| ' sew', |
| |
| ' stocking', |
| |
| ' mattress', |
| |
| ' gamb', |
| |
| ' ghetto', |
| |
| 'umblr', |
| |
| 'ideshow', |
| |
| ' gore', |
| |
| 'issy', |
| |
| ' almonds', |
| |
| ' Goth', |
| |
| ' rand', |
| |
| 'rises', |
| |
| '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.""" |
| |
| """prev SAE description: references to monetary amounts, specifically in crores""" |
| |
| fire = { |
| |
| ' crore', |
| |
| ' lakh', |
| |
| ' Brah', |
| |
| ' gram', |
| |
| ' 126', |
| |
| ' boulder', |
| |
| ' concede', |
| |
| 'pees', |
| |
| ' horde', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to local area network (LAN) events and competitions""" |
| |
| fire = { |
| |
| ' Location', 'Location', 'location', |
| |
| 'LAN', ' LAN', ' lan', |
| |
| 'Guest', ' Guest', |
| |
| ' eSports', |
| |
| 'bee', |
| |
| ' Networks', |
| |
| 'LEY', |
| |
| 'keep', |
| |
| ' fren', |
| |
| ' unanswered', |
| |
| ' foreseeable', |
| |
| 'ifi', |
| |
| 'WN', |
| |
| 'oran', |
| |
| ' MLG', |
| |
| 'OUN', |
| |
| 'NES', |
| |
| ' Lawn', |
| |
| ' Acer', |
| |
| ' logistical', |
| |
| 'vine', |
| |
| 'nia', |
| |
| ' insur', |
| |
| ' LD', |
| |
| 'grow', |
| |
| ' unforeseen', |
| |
| ' 1024', '1024', |
| |
| ' vantage', |
| |
| ' NIC', |
| |
| 'LED', |
| |
| 'aleigh', |
| |
| ' SLI', |
| |
| ' Ashe', |
| |
| '1600', |
| |
| 'pedia', |
| |
| ' PCIe', |
| |
| 'LOC', |
| |
| ' Vendor', |
| |
| ' Hallow', |
| |
| '864', |
| |
| 'localhost', |
| |
| ' 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.""" |
| |
| """prev SAE description: instances of the word "On" followed by dates""" |
| |
| fire = { |
| |
| 'On', ' On', ' ON', |
| |
| ' 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.""" |
| |
| """prev SAE description: terms related to distribution and wholesomeness""" |
| |
| fire = { |
| |
| ' directors', ' Directors', |
| |
| ' distributor', ' distributors', |
| |
| ' promoter', ' promoters', |
| |
| ' packaged', |
| |
| ' Dong', |
| |
| ' Cartoon', |
| |
| 'atics', |
| |
| ' Dish', |
| |
| ' destiny', |
| |
| ' Hak', |
| |
| ' captive', |
| |
| ' Tales', |
| |
| ' flav', ' Flav', |
| |
| ' Anch', |
| |
| ' merch', |
| |
| ' XD', |
| |
| ' Nath', |
| |
| ' Distribut', ' distribut', |
| |
| ' excise', |
| |
| ' diversion', |
| |
| ' compartment', |
| |
| ' wholes', |
| |
| 'Rog', |
| |
| ' subsidiaries', |
| |
| ' distributions', |
| |
| ' Lime', |
| |
| ' Explos', |
| |
| ' propriet', |
| |
| ' alleg', |
| |
| ' Alibaba', |
| |
| ' Rost', |
| |
| 'Ay', |
| |
| 'pent', |
| |
| 'ymph', |
| |
| ' bitters', |
| |
| ' fulfillment', |
| |
| ' BD', |
| |
| ' BAT', |
| |
| 'responsible', |
| |
| ' Dram', |
| |
| ' conglomer', |
| |
| ' intermedi', |
| |
| ' undert', |
| |
| ' ADV', |
| |
| ' execut', |
| |
| ' 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.""" |
| |
| """prev SAE description: phrases related to important lessons learned""" |
| |
| fire = { |
| |
| ' lessons', ' lesson', ' Lessons', |
| |
| 'Learn', 'Learning', 'learning', |
| |
| ' instruction', |
| |
| ' sermon', |
| |
| ' takeaway', |
| |
| ' Course', |
| |
| ' sucker', |
| |
| ' TRA', |
| |
| 'DIS', |
| |
| 'kw', |
| |
| 'Skill', |
| |
| '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.""" |
| |
| """prev SAE description: terms related to Australia and conflict""" |
| |
| fire = { |
| |
| ' gent', |
| |
| ' embarked', |
| |
| ' upt', 'upt', |
| |
| ' intens', |
| |
| ' reve', |
| |
| ' fest', |
| |
| ' pont', |
| |
| ' gritty', |
| |
| 'Franc', |
| |
| ' eth', |
| |
| ' polit', ' POLIT', |
| |
| 'Philipp', |
| |
| ' pref', 'Pref', ' Pref', |
| |
| 'erent', |
| |
| 'ubb', |
| |
| ' merc', |
| |
| ' Eh', |
| |
| ' theat', |
| |
| ' dere', |
| |
| ' uncomp', |
| |
| ' unfor', |
| |
| ' sett', |
| |
| ' Buenos', |
| |
| ' mend', |
| |
| ' ost', |
| |
| ' frig', |
| |
| ' orthodox', 'orthodox', |
| |
| ' consum', |
| |
| ' unaccompanied', |
| |
| ' bellig', |
| |
| ' classy', |
| |
| ' obst', |
| |
| ' rud', |
| |
| ' medd', |
| |
| ' congest', |
| |
| ' transact', |
| |
| ' Flore', |
| |
| ' prick', |
| |
| ' indef', |
| |
| ' pert', |
| |
| ' perf', |
| |
| ' abras', |
| |
| ' obs', |
| |
| ' virt', |
| |
| ' aust', |
| |
| 'cipl', |
| |
| ' downt', |
| |
| ' prox', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to motor vehicles or related terms""" |
| |
| fire = { |
| |
| ' motor', ' Motor', ' motors', 'Motor', |
| |
| ' motorists', |
| |
| ' Essex', |
| |
| ' hover', |
| |
| 'Java', |
| |
| ' Nikon', |
| |
| 'mobile', |
| |
| ' Mechan', |
| |
| ' learners', |
| |
| 'otor', |
| |
| ' commuter', |
| |
| ' rotor', |
| |
| 'obil', |
| |
| ' lear', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to the Mormon community and its related terminology""" |
| |
| fire = { |
| |
| ' Mormon', ' Mormons', |
| |
| ' marriages', |
| |
| ' Elder', |
| |
| ' Latter', |
| |
| ' LDS', |
| |
| ' Zion', |
| |
| ' bishop', |
| |
| ' Relief', |
| |
| ' Presidency', |
| |
| ' McKay', |
| |
| ' BYU', |
| |
| ' Nep', |
| |
| ' gospel', |
| |
| ' unto', |
| |
| ' missionaries', |
| |
| ' nineteenth', |
| |
| ' Qing', |
| |
| ' Jehovah', |
| |
| ' Brigham', |
| |
| ' Sister', |
| |
| ' Hin', |
| |
| 'commun', |
| |
| ' Phelps', |
| |
| 'eret', |
| |
| 'ormon', 'ormons', |
| |
| ' Twelve', |
| |
| ' missionary', |
| |
| ' Mormonism', |
| |
| ' Priest', |
| |
| ' Freem', |
| |
| ' Masonic', |
| |
| ' priesthood', |
| |
| ' ordinances', |
| |
| ' brethren', |
| |
| ' polygamy', |
| |
| ' scripture', |
| |
| ' doctrines', |
| |
| 'iosity', |
| |
| ' baptized', |
| |
| ' Nau', |
| |
| ' Gutenberg', |
| |
| ' Millenn', |
| |
| ' Alma', |
| |
| ' scriptures', |
| |
| ' Scient', |
| |
| ' Savior', |
| |
| ' prophets', |
| |
| ' 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.""" |
| |
| """prev SAE description: instances of the word "Round" in various contexts""" |
| |
| fire = { |
| |
| ' Round', 'Round', ' Rounds', |
| |
| ' Random', ' randomized', 'Random', |
| |
| ' Select', 'SELECT', ' SELECT', |
| |
| ' Pool', 'Pool', |
| |
| ' Rules', 'Rules', |
| |
| ' Route', 'Route', |
| |
| ' Rot', 'Rot', |
| |
| ' Preview', |
| |
| ' Rogue', 'Rogue', |
| |
| ' Block', |
| |
| ' Table', |
| |
| ' Alert', 'Alert', |
| |
| ' Question', 'Question', |
| |
| ' Quarter', |
| |
| ' Rule', 'Rule', |
| |
| ' Phase', 'Phase', |
| |
| ' Tickets', |
| |
| ' Volume', |
| |
| ' Schedule', |
| |
| ' southwestern', |
| |
| ' Rabbit', |
| |
| ' Grade', 'Grade', |
| |
| ' Rut', |
| |
| ' Registration', 'Registration', |
| |
| ' Rate', 'Rate', |
| |
| ' Proceedings', |
| |
| ' Protocol', |
| |
| ' Retail', |
| |
| ' Breakfast', |
| |
| ' Rookie', |
| |
| ' Alternative', |
| |
| ' Jungle', |
| |
| ' Retro', |
| |
| ' Barrier', |
| |
| ' Gazette', |
| |
| ' Monthly', |
| |
| ' Quint', |
| |
| ' Announce', |
| |
| ' Tropical', |
| |
| ' Sector', |
| |
| 'Sche', |
| |
| ' Scheme', |
| |
| ' Roundup', |
| |
| ' Spoiler', |
| |
| ' Pound', |
| |
| ' Samoa', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to the term "VP" followed by associated roles or titles""" |
| |
| fire = { |
| |
| ' VP', 'VP', 'vp', |
| |
| 'president', |
| |
| 'VT', |
| |
| 'ophon', |
| |
| ' VC', |
| |
| 'uid', 'UID', |
| |
| ' Keeper', |
| |
| 'Iv', |
| |
| ' perf', |
| |
| 'opher', |
| |
| 'QB', |
| |
| 'tp', |
| |
| '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.""" |
| |
| """prev SAE description: phrases related to ongoing legal actions or investigations""" |
| |
| fire = { |
| |
| ' pending', |
| |
| ' awaiting', ' awaited', |
| |
| ' undergoing', |
| |
| ' impending', |
| |
| ' barring', |
| |
| ' moratorium', |
| |
| ' McCabe', |
| |
| ' conditional', |
| |
| ' unfinished', |
| |
| ' FILE', |
| |
| ' notwithstanding', ' Notwithstanding', |
| |
| ' unfounded', |
| |
| ' warranted', |
| |
| ' baseless', |
| |
| 'mens', |
| |
| ' fug', |
| |
| ' Rost', |
| |
| 'voice', |
| |
| 'md', |
| |
| 'priority', |
| |
| ' propri', |
| |
| 'withstanding', |
| |
| ' preclude', |
| |
| '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.""" |
| |
| """prev SAE description: references to obsession or excessive fixation on various subjects""" |
| |
| fire = { |
| |
| ' obsessed', ' obsessive', |
| |
| ' obsession', ' obsess', |
| |
| 'occupied', 'occup', |
| |
| ' fascinated', |
| |
| 'essed', |
| |
| ' Obs', ' obs', |
| |
| ' consumed', 'consuming', |
| |
| ' intrigued', |
| |
| 'culture', |
| |
| ' fascination', |
| |
| ' penchant', |
| |
| ' crusade', |
| |
| ' hysteria', |
| |
| ' insanely', |
| |
| ' fantasies', |
| |
| ' zeal', |
| |
| ' insistence', |
| |
| ' synonymous', |
| |
| ' exhaustive', |
| |
| ' untouched', |
| |
| ' intensely', |
| |
| ' fanatic', |
| |
| ' passions', |
| |
| ' adamant', |
| |
| ' hoop', |
| |
| ' fetish', |
| |
| ' addicted', |
| |
| ' mastery', ' Mastery', |
| |
| ' intimately', |
| |
| ' meticulous', |
| |
| ' dogma', |
| |
| 'romising', |
| |
| 'crazy', |
| |
| 'atorial', |
| |
| 'asured', |
| |
| ' perfection', |
| |
| ' compulsion', ' compuls', |
| |
| 'atical', |
| |
| ' Favorite', |
| |
| ' OCD', |
| |
| ' fixation', |
| |
| 'iosity', |
| |
| '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.""" |
| |
| """prev SAE description: references to simplicity in various contexts""" |
| |
| fire = { |
| |
| ' simple', ' Simple', 'Simple', 'simple', |
| |
| ' simpler', ' simplest', ' Simpl', |
| |
| ' Simply', 'Simply', |
| |
| ' straightforward', |
| |
| ' inexpensive', |
| |
| ' simplicity', |
| |
| ' Easy', |
| |
| 'PLE', |
| |
| ' pleas', |
| |
| ' simplistic', |
| |
| ' concise', |
| |
| 'brainer', |
| |
| ' Fres', |
| |
| '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.""" |
| |
| """prev SAE description: occurrences of the word "Operation" followed by a number""" |
| |
| fire = { |
| |
| ' operation', ' Operation', 'Operation', 'operation', |
| |
| ' operations', ' Operations', |
| |
| ' Oper', 'Oper', ' OPER', |
| |
| 'ocol', |
| |
| ' Offensive', |
| |
| ' Curiosity', |
| |
| ' Opening', |
| |
| ' Strategic', |
| |
| 'METHOD', 'Methods', |
| |
| 'Events', |
| |
| ' Colonel', |
| |
| ' Fiesta', |
| |
| ' Invasion', |
| |
| ' Activity', |
| |
| ' Regulation', |
| |
| 'ileaks', |
| |
| ' SOC', |
| |
| ' XCOM', |
| |
| ' Protective', |
| |
| ' Integrated', |
| |
| ' decode', |
| |
| ' Prol', |
| |
| 'ategic', |
| |
| 'ageddon', |
| |
| '656', |
| |
| ' infiltration', |
| |
| 'Interstitial', |
| |
| ' Implementation', |
| |
| ' Reloaded', |
| |
| ' Exercise', |
| |
| 'Cod', |
| |
| 'DATA', |
| |
| ' Ballistic', |
| |
| 'ategy', |
| |
| 'デ', |
| |
| '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.""" |
| |
| """prev SAE description: references to cars""" |
| |
| fire = { |
| |
| ' car', ' cars', ' Car', 'car', ' CAR', |
| |
| ' automobile', |
| |
| ' 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.""" |
| |
| """prev SAE description: words related to preparation or readiness""" |
| |
| fire = { |
| |
| ' gearing', ' geared', ' gears', 'Gear', |
| |
| ' winding', |
| |
| ' revolving', ' revolves', |
| |
| ' fren', |
| |
| ' Harmon', |
| |
| ' Vil', |
| |
| ' Guerrero', |
| |
| ' strateg', |
| |
| ' hob', |
| |
| ' energ', |
| |
| ' Kear', |
| |
| 'rag', |
| |
| ' Kag', |
| |
| 'charg', |
| |
| 'elope', |
| |
| ' Lod', |
| |
| ' leveling', |
| |
| 'agame', |
| |
| 'prim', |
| |
| 'nerg', |
| |
| 'peed', |
| |
| ' toug', |
| |
| 'gorith', |
| |
| ' Krishna', |
| |
| ' Rated', |
| |
| 'JB', |
| |
| 'LR', |
| |
| ' sizing', |
| |
| ' Syl', |
| |
| ' axle', |
| |
| 'SPEC', |
| |
| 'optim', |
| |
| 'aimon', |
| |
| 'obil', |
| |
| ' glyc', |
| |
| ' Yamato', |
| |
| ' ener', |
| |
| 'achine', |
| |
| ' lawy', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to specific individuals, particularly those with the name "Sho" and its variations""" |
| |
| fire = { |
| |
| ' sho', ' Sho', |
| |
| 'stri', ' Stri', |
| |
| 'mir', |
| |
| ' Donovan', |
| |
| ' 270', |
| |
| ' Pocket', |
| |
| ' 650', |
| |
| ' Shanahan', |
| |
| 'sha', |
| |
| ' Shay', |
| |
| ' Mush', |
| |
| ' Mish', |
| |
| ' Miracle', |
| |
| ' Shu', |
| |
| ' wholes', |
| |
| ' Subway', |
| |
| ' PSP', |
| |
| ' Sick', |
| |
| ' Smy', |
| |
| ' Stew', |
| |
| 'Jew', |
| |
| ' SUP', |
| |
| ' Guru', |
| |
| 'stuff', |
| |
| ' Wast', |
| |
| ' 660', |
| |
| 'SAM', |
| |
| ' Smile', |
| |
| ' Shant', |
| |
| '554', |
| |
| ' ceremon', |
| |
| ' 336', |
| |
| ' Shards', |
| |
| ' imagin', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to "share" in various contexts, particularly related to financial and economic discussions""" |
| |
| fire = { |
| |
| ' share', ' Share', 'share', |
| |
| ' shares', ' sharing', ' Sharing', |
| |
| 'hare', |
| |
| '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.""" |
| |
| """prev SAE description: references to "strands" in various contexts""" |
| |
| fire = { |
| |
| 'Written', |
| |
| 'CTV', |
| |
| ' biting', |
| |
| 'rown', |
| |
| ' Pearce', |
| |
| ' Prescott', |
| |
| 'eson', |
| |
| ' Bauer', |
| |
| ' strands', ' strand', |
| |
| ' Sophie', |
| |
| ' Rav', |
| |
| ' THR', |
| |
| ' stalk', |
| |
| 'cur', |
| |
| ' lifespan', |
| |
| ' flourish', |
| |
| ' Vaughan', |
| |
| ' scholarly', |
| |
| ' Constable', |
| |
| ' Desmond', |
| |
| ' Voyager', |
| |
| ' Canaveral', |
| |
| ' Trident', |
| |
| 'essel', |
| |
| 'aft', |
| |
| ' Fang', |
| |
| 'ppard', |
| |
| ' crest', |
| |
| 'fork', |
| |
| 'IELD', |
| |
| 'ission', |
| |
| ' Peck', |
| |
| ' EF', |
| |
| ' Fool', |
| |
| ' Finch', |
| |
| 'DN', ' DN', |
| |
| ' Koen', |
| |
| ' Sparrow', |
| |
| ' branching', |
| |
| ' Rye', |
| |
| ' pollen', |
| |
| ' Direction', |
| |
| ' Harrington', |
| |
| 'hur', |
| |
| 'erb', |
| |
| ' foll', |
| |
| ' elong', |
| |
| ' inclination', |
| |
| ' 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.""" |
| |
| """prev SAE description: occurrences of the word "ão" and related variations in Portuguese""" |
| |
| fire = { |
| |
| 'ão', |
| |
| ' Ala', |
| |
| 'Ã', 'ã', |
| |
| 'ô', |
| |
| ' Bras', |
| |
| ' Sao', |
| |
| 'alli', |
| |
| 'ça', |
| |
| ' AMA', |
| |
| ' Lisbon', |
| |
| 'rique', |
| |
| 'unta', |
| |
| 'ijn', |
| |
| ' Buenos', |
| |
| 'rosso', |
| |
| ' oranges', |
| |
| ' Rodrig', |
| |
| 'iago', |
| |
| 'ossier', |
| |
| ' unst', |
| |
| ' presumption', |
| |
| 'iesta', |
| |
| 'ETF', |
| |
| ' shalt', |
| |
| '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.""" |
| |
| """prev SAE description: references to calories and calorie counts""" |
| |
| fire = { |
| |
| ' obesity', ' Obesity', |
| |
| ' calories', ' caloric', ' Calories', |
| |
| ' unhealthy', |
| |
| 'orie', |
| |
| ' Schwarzenegger', |
| |
| ' Ramadan', |
| |
| ' Eat', |
| |
| ' vitamins', ' Vitamin', |
| |
| ' metabolism', |
| |
| ' calorie', |
| |
| 'protein', ' Protein', |
| |
| ' calendars', |
| |
| ' carbs', |
| |
| 'oleon', |
| |
| ' bytes', |
| |
| ' watts', |
| |
| ' willpower', |
| |
| ' carbohydrates', |
| |
| 'odium', |
| |
| 'Stats', |
| |
| ' sinful', |
| |
| 'isine', |
| |
| 'thirst', |
| |
| 'す', |
| |
| ' ove', |
| |
| 'rients', |
| |
| '================================', |
| |
| 'ohydrate', |
| |
| 'ritional', |
| |
| 'olesterol', |
| |
| 'rotein', |
| |
| '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.""" |
| |
| """prev SAE description: words related to the act of retrieving""" |
| |
| fire = { |
| |
| ' accessed', ' accessing', |
| |
| ' unearthed', |
| |
| ' harvesting', ' harvested', |
| |
| ' snatched', ' snatch', |
| |
| ' inherited', |
| |
| ' retrieved', ' retrieval', ' retrieving', ' Retrieved', |
| |
| ' seated', |
| |
| ' retrieve', |
| |
| ' fetch', |
| |
| 'rieve', |
| |
| ' Drop', |
| |
| 'isted', |
| |
| ' extraction', |
| |
| ' Resp', ' resp', |
| |
| ' extracted', ' extracting', |
| |
| ' REST', |
| |
| ' rescuing', |
| |
| ' GET', |
| |
| 'oval', |
| |
| 'lift', |
| |
| 'etch', |
| |
| ' salvage', |
| |
| ' decl', |
| |
| ' Received', |
| |
| 'response', 'Response', |
| |
| ' tu', |
| |
| ' estimation', |
| |
| ' towed', |
| |
| ' ingest', |
| |
| ' relational', |
| |
| ' caching', ' caches', |
| |
| ' VAL', |
| |
| ' elicit', |
| |
| ' retribution', |
| |
| ' parsing', |
| |
| ' Deliver', |
| |
| ' disembark', |
| |
| ' dangling', |
| |
| ' ascertain', |
| |
| ' vantage', |
| |
| ' ingestion', |
| |
| 'Installation', |
| |
| ' ingested', |
| |
| ' gratification', |
| |
| 'ezvous', |
| |
| ' 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.""" |
| |
| """prev SAE description: the repetition of the term "olly" in various contexts""" |
| |
| fire = { |
| |
| 'olly', |
| |
| 'acey', |
| |
| 'ingle', |
| |
| ' Holly', |
| |
| 'ighth', |
| |
| 'ixty', |
| |
| ' ticking', |
| |
| ' Molly', |
| |
| ' Nightmare', |
| |
| ' Woody', |
| |
| ' Kimberly', |
| |
| '270', |
| |
| 'ettle', |
| |
| ' poppy', |
| |
| ' Cly', |
| |
| '420', |
| |
| 'hea', |
| |
| ' Jolly', |
| |
| 'weed', |
| |
| 'ohl', |
| |
| ' Literary', |
| |
| '610', |
| |
| '620', ' 620', |
| |
| ' Lovely', |
| |
| ' Polly', |
| |
| 'undle', |
| |
| 'ONEY', |
| |
| 'CVE', |
| |
| 'Reviewer', |
| |
| 'oppy', |
| |
| '590', |
| |
| ' 419', |
| |
| '698', |
| |
| '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.""" |
| |
| """prev SAE description: instances of the special character 'Ŀ'""" |
| |
| fire = { |
| |
| '�', |
| } |
| 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.""" |
| |
| """prev SAE description: instances of the word "total" used in quantitative contexts""" |
| |
| fire = { |
| |
| ' total', ' Total', 'Total', ' TOTAL', |
| |
| 'rawdownloadcloneembedreportprint', |
| |
| ' aggregate', |
| |
| ' totals', ' totality', |
| |
| 'Disclaimer', |
| |
| '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.""" |
| |
| """prev SAE description: references to the word "Cruiser" or its variations""" |
| |
| fire = { |
| |
| ' cru', ' Cru', ' Crus', 'cru', 'Cru', |
| |
| ' Cruise', |
| |
| 'Bride', ' Bride', |
| |
| ' revis', |
| |
| 'Jud', |
| |
| ' coffin', |
| |
| ' Creat', |
| |
| ' chast', |
| |
| ' Kear', |
| |
| ' Kru', |
| |
| ' glimps', |
| |
| ' Cove', |
| |
| ' Brut', ' brut', |
| |
| ' punitive', |
| |
| ' atro', |
| |
| ' Purs', |
| |
| ' Battles', |
| |
| 'rive', |
| |
| ' Destroyer', 'Destroy', |
| |
| 'orthy', |
| |
| ' SER', |
| |
| ' ludicrous', |
| |
| 'cious', |
| |
| ' Wicked', |
| |
| ' cruc', |
| |
| ' crucifix', |
| |
| ' Deliver', |
| |
| 'Brave', |
| |
| ' prohib', |
| |
| ' Cruel', |
| |
| ' Cavern', |
| |
| ' Cursed', |
| |
| 'unique', |
| |
| ' Cruiser', |
| |
| 'iversary', |
| |
| 'cible', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to linebackers in football""" |
| |
| fire = { |
| |
| ' defensive', |
| |
| ' linebacker', ' linebackers', ' lineback', |
| |
| ' cornerback', |
| |
| ' defenseman', |
| |
| ' lineman', |
| |
| ' outfielder', |
| |
| ' sacks', |
| |
| ' recruits', |
| |
| ' drills', |
| |
| ' hitter', ' hitters', |
| |
| ' Harbaugh', |
| |
| ' LB', 'LB', |
| |
| ' enroll', |
| |
| ' DB', |
| |
| ' fullback', |
| |
| ' dime', |
| |
| ' rusher', |
| |
| ' linemen', |
| |
| ' blitz', |
| |
| ' mailbox', |
| |
| '134', |
| |
| ' disks', |
| |
| ' inactive', |
| |
| 'backer', |
| |
| '________________________________', |
| |
| ' 325', |
| |
| ' DT', |
| |
| ' nickel', |
| |
| '389', ' 389', |
| |
| ' beetle', |
| |
| ' beetles', |
| |
| ' DEF', |
| |
| '________________________', |
| |
| '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.""" |
| |
| """prev SAE description: references to companions or companionship in various contexts""" |
| |
| fire = { |
| |
| ' companion', ' companions', ' Companion', |
| |
| ' pets', |
| |
| 'quel', |
| |
| ' Messenger', |
| |
| ' accompany', |
| |
| ' guardian', ' guardians', |
| |
| 'authored', |
| |
| ' centerpiece', |
| |
| ' devotion', |
| |
| 'onding', |
| |
| ' escort', |
| |
| 'din', |
| |
| ' mounts', |
| |
| 'lude', |
| |
| ' adversary', |
| |
| 'contained', |
| |
| ' helper', 'Helper', |
| |
| ' follower', |
| |
| ' annotations', |
| |
| ' accompanies', |
| |
| ' antidote', |
| |
| ' append', |
| |
| ' solitude', |
| |
| 'obook', |
| |
| ' attent', |
| |
| 'walker', |
| |
| 'compan', ' Compan', 'Compan', |
| |
| 'venant', |
| |
| 'enance', |
| |
| 'manac', |
| |
| ' Supplement', |
| |
| 'Topic', |
| |
| ' pursu', |
| |
| '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.""" |
| |
| """prev SAE description: references to companionship or partnerships""" |
| |
| fire = { |
| |
| ' mate', 'mate', ' Mate', |
| |
| ' buddy', ' Buddy', |
| |
| ' mates', ' mating', |
| |
| ' pairing', 'pair', |
| |
| ' Fellow', |
| |
| ' offspring', |
| |
| ' buddies', |
| |
| 'onding', |
| |
| ' pics', |
| |
| ' voyage', |
| |
| ' champ', |
| |
| ' junction', |
| |
| ' buds', |
| |
| ' cognition', |
| |
| ' pup', |
| |
| ' chicks', |
| |
| ' Came', |
| |
| 'gie', |
| |
| ' monog', |
| |
| 'sed', |
| |
| ' diam', |
| |
| ' ape', |
| |
| ' phenotype', |
| |
| 'pring', |
| |
| ' 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.""" |
| |
| """prev SAE description: terms associated with weakness and vulnerability""" |
| |
| fire = { |
| |
| 'Written', ' Written', |
| |
| ' smallest', |
| |
| ' stab', |
| |
| ' mortal', ' mort', |
| |
| ' faint', ' faintly', |
| |
| ' ounce', |
| |
| 'spoken', |
| |
| ' darkest', |
| |
| ' uttered', |
| |
| ' whereabouts', |
| |
| ' microscopic', |
| |
| ' Vital', |
| |
| ' beginnings', |
| |
| ' wee', |
| |
| ' brightest', |
| |
| ' icy', |
| |
| 'akable', |
| |
| ' slightest', |
| |
| ' psychic', |
| |
| ' utmost', |
| |
| ' proverbial', |
| |
| ' fruition', |
| |
| ' furry', |
| |
| ' muster', |
| |
| ' Shal', |
| |
| ' heartbeat', |
| |
| ' tad', |
| |
| 'mber', |
| |
| ' fingerprints', |
| |
| ' Fern', |
| |
| ' palpable', |
| |
| 'sense', |
| |
| 'itous', |
| |
| ' inexplicable', |
| |
| ' heavens', |
| |
| ' fateful', |
| |
| 'elight', |
| |
| ' clumsy', |
| |
| ' hairs', |
| |
| 'fters', |
| |
| ' Pats', |
| |
| ' cabal', |
| |
| 'vous', |
| |
| ' wiser', |
| |
| ' awfully', |
| |
| ' audible', |
| |
| ' frail', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to "Zeppelin" or related terms""" |
| |
| fire = { |
| |
| ' Ze', 'Ze', ' ze', 'ZE', |
| |
| 'Sy', |
| |
| ' Neo', |
| |
| ' Bom', ' bom', |
| |
| ' Zeit', |
| |
| ' Jae', |
| |
| ' ba', |
| |
| ' WP', |
| |
| ' Remem', |
| |
| ' Blitz', |
| |
| ' Becky', |
| |
| ' DX', |
| |
| ' Ezekiel', |
| |
| ' Za', |
| |
| ' Ik', |
| |
| ' OM', |
| |
| ' Huss', |
| |
| ' TRI', |
| |
| ' Perspective', |
| |
| ' bearer', |
| |
| ' counterfe', |
| |
| ' Tact', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to stages or phases of development or processes""" |
| |
| fire = { |
| |
| ' phase', ' Phase', 'phase', 'Phase', |
| |
| ' phases', ' phased', |
| |
| ' LP', |
| |
| ' Wave', |
| |
| 'asing', |
| |
| 'enario', |
| |
| 'lude', |
| |
| 'stic', |
| |
| ' Veil', |
| |
| ' qualitative', |
| |
| 'clinical', |
| |
| ' Saiyan', |
| |
| ' 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.""" |
| |
| """prev SAE description: instances of the word "Def" or its variations, indicating references to defense or defensive strategies""" |
| |
| fire = { |
| |
| ' Def', 'def', 'Def', 'DEF', ' DEF', |
| |
| ' redef', |
| |
| 'liber', |
| |
| ' Defenders', |
| |
| 'STR', |
| |
| 'ruff', |
| |
| 'Defense', |
| |
| 'Function', |
| |
| ' definitively', |
| |
| 'definition', |
| |
| 'gew', |
| |
| 'obl', |
| |
| ' indef', |
| |
| 'STAT', |
| |
| 'PRESS', |
| |
| 'missing', |
| |
| ' deficient', |
| |
| ' Depend', |
| |
| 'dict', |
| |
| 'Dex', |
| |
| ' Definitive', |
| |
| 'pret', |
| |
| 'clusively', |
| |
| 'Supplement', |
| |
| ' defin', |
| |
| 'psey', |
| |
| 'URR', |
| |
| 'verbs', |
| |
| ' PROV', |
| |
| '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.""" |
| |
| """prev SAE description: references to pit bulls""" |
| |
| fire = { |
| |
| ' pit', ' Pit', 'pit', ' pits', ' PIT', |
| |
| ' Dodge', |
| |
| ' pools', |
| |
| ' inherently', |
| |
| 'atable', |
| |
| ' pitted', |
| |
| 'iak', |
| |
| ' combustion', |
| |
| 'ACE', |
| |
| ' pitfalls', |
| |
| ' spit', |
| |
| ' bulls', |
| |
| ' Natasha', |
| |
| ' antit', |
| |
| ' posit', |
| |
| 'Nat', |
| |
| ' pus', |
| |
| ' ATL', |
| |
| ' therein', |
| |
| ' sear', |
| |
| ' 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.""" |
| |
| """prev SAE description: mentions of specific names and reputable organizations""" |
| |
| fire = { |
| |
| '09', ' 09', |
| |
| 'Associated', |
| |
| 'tic', 'tics', 'tical', |
| |
| 'otti', |
| |
| 'stown', |
| |
| 'RP', |
| |
| 'Ho', |
| |
| ' Shiite', |
| |
| 'Stop', |
| |
| ' Tripoli', |
| |
| ' Petro', |
| |
| ' Wei', 'wei', |
| |
| 'osta', |
| |
| ' Akron', |
| |
| ' Toledo', |
| |
| ' ambush', |
| |
| 'ivo', |
| |
| ' Zeit', |
| |
| ' Symphony', |
| |
| 'stadt', |
| |
| ' Crypto', |
| |
| 'adh', |
| |
| ' Theo', |
| |
| ' KH', |
| |
| ' Bethlehem', |
| |
| 'amaz', |
| |
| 'oit', |
| |
| ' Schwe', |
| |
| ' Wit', |
| |
| ' Starr', |
| |
| 'oliath', |
| |
| 'Ancient', |
| |
| ' APR', |
| |
| 'JA', |
| |
| ' looted', |
| |
| ' Spo', |
| |
| 'ento', |
| |
| ' Ost', |
| |
| ' antit', |
| |
| ' stool', |
| |
| 'assi', |
| |
| 'gered', |
| |
| ' AE', |
| |
| ' toxin', |
| |
| ' bolted', |
| |
| ' hoc', |
| |
| '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.""" |
| |
| """prev SAE description: mentions of Microsoft and its products or related topics""" |
| |
| fire = { |
| |
| ' Microsoft', 'Microsoft', 'microsoft', |
| |
| ' NVIDIA', 'NVIDIA', |
| |
| ' Monsanto', |
| |
| ' utilities', |
| |
| ' Redmond', |
| |
| ' Dynamics', |
| |
| 'matical', |
| |
| ' 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.""" |
| |
| """prev SAE description: occurrences of the word "purpose" and related terms, as well as references to people and actions that significantly impact a narrative""" |
| |
| fire = { |
| |
| ' Halifax', |
| |
| ' coined', |
| |
| ' busiest', |
| |
| ' hats', |
| |
| ' pads', |
| |
| 'purpose', ' Purpose', |
| |
| 'nel', 'nels', |
| |
| 'Nazi', |
| |
| ' utilized', |
| |
| ' Depot', |
| |
| 'marked', |
| |
| ' misuse', |
| |
| ' ceremonial', |
| |
| ' hijacked', |
| |
| ' Directorate', |
| |
| ' paramilitary', |
| |
| 'Basically', |
| |
| ' Drum', |
| |
| 'usky', |
| |
| 'innon', |
| |
| ' Maurice', |
| |
| ' dormant', |
| |
| ' derogatory', |
| |
| 'Pur', |
| |
| 'common', |
| |
| ' designate', |
| |
| 'commercial', |
| |
| ' PAT', |
| |
| ' Commissioners', |
| |
| ' muddy', |
| |
| 'Jar', |
| |
| ' Crush', |
| |
| ' Uses', ' Useful', |
| |
| 'arers', |
| |
| ' ecstasy', |
| |
| ' bulky', |
| |
| 'disciplinary', |
| |
| 'activated', |
| |
| ' Spice', |
| |
| ' Spit', |
| |
| 'pie', |
| |
| 'alloween', |
| |
| ' Dough', |
| |
| 'marine', |
| |
| ' cumbersome', |
| |
| ' Cookies', |
| |
| ' decorative', |
| |
| 'factor', |
| |
| '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.""" |
| |
| """prev SAE description: references to the northern region or areas""" |
| |
| fire = { |
| |
| ' northern', ' Northern', 'Northern', |
| |
| ' northeastern', |
| |
| ' northwestern', |
| |
| 'jiang', |
| |
| 'orthern', |
| |
| ' snowy', |
| |
| ' terrestrial', |
| |
| 'kj', |
| |
| ' nort', |
| |
| '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.""" |
| |
| """prev SAE description: occurrences of the letter 's'""" |
| |
| fire = { |
| |
| 's', |
| |
| 'es', 'ES', |
| |
| 'TS', |
| |
| '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.""" |
| |
| """prev SAE description: the contraction "here's" used to introduce information or explanations""" |
| |
| fire = { |
| |
| "'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.""" |
| |
| """prev SAE description: references to the concept of freezing or pauses in action or processes""" |
| |
| fire = { |
| |
| ' frozen', |
| |
| ' freezing', ' freezer', ' freezes', |
| |
| ' freeze', ' Freeze', |
| |
| 'zing', |
| |
| ' suspend', |
| |
| ' Hale', |
| |
| ' colder', |
| |
| 'rique', |
| |
| 'mia', |
| |
| ' froze', |
| |
| 'erate', |
| |
| 'initely', |
| |
| 'mination', |
| |
| 'gage', |
| |
| 'ensation', |
| |
| '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.""" |
| |
| """prev SAE description: references to "scroll" and related terms""" |
| |
| fire = { |
| |
| 'Scroll', ' scroll', ' scrolling', ' Scrolls', ' Scroll', ' scrolls', 'scroll', |
| |
| 'Continue', |
| |
| 'opl', |
| |
| ' webpage', |
| |
| ' plaque', |
| |
| ' Emblem', |
| |
| 'yrus', |
| |
| 'ogle', |
| |
| 'scrib', ' Scrib', |
| |
| ' paddle', |
| |
| ' cursor', |
| |
| ' Seal', |
| |
| 'ousel', |
| |
| ' sidebar', |
| |
| ' bookmark', |
| |
| ' clipboard', |
| |
| 'wl', |
| |
| ' parchment', |
| |
| ' horizontally', |
| |
| 'cyclop', |
| |
| 'aspx', |
| |
| 'lace', |
| |
| 'uscript', |
| |
| ' Templ', |
| |
| ' CTRL', |
| |
| ' glyph', |
| |
| 'wrap', |
| |
| '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.""" |
| |
| """prev SAE description: references to propaganda and its related discussions""" |
| |
| fire = { |
| |
| ' propaganda', |
| |
| ' Victory', |
| |
| ' Churchill', |
| |
| ' recruitment', |
| |
| 'washing', 'wash', 'washed', |
| |
| ' atrocities', |
| |
| ' misinformation', |
| |
| ' propag', |
| |
| ' advertisements', |
| |
| ' dystopian', |
| |
| ' bal', |
| |
| ' broadcasts', |
| |
| ' totalitarian', |
| |
| ' camouflage', |
| |
| 'aganda', |
| |
| ' disinformation', |
| |
| 'prop', |
| |
| ' suppression', |
| |
| ' loudspe', |
| |
| ' wartime', |
| |
| ' indoctr', |
| |
| 'information', |
| |
| ' deception', |
| |
| ' informational', |
| |
| ' gib', |
| |
| ' leaflets', |
| |
| 'ionage', |
| |
| 'partisan', |
| |
| ' alleg', |
| |
| ' pamphlet', |
| |
| ' folklore', |
| |
| ' strongh', ' Strongh', |
| |
| ' puppet', |
| |
| 'ATIONAL', |
| |
| 'itement', |
| |
| ' mobilization', |
| |
| 'education', |
| |
| 'jing', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to UFO sightings and related phenomena""" |
| |
| fire = { |
| |
| ' witnesses', ' Witnesses', |
| |
| ' unidentified', |
| |
| ' sightings', ' sighting', ' Sight', 'sight', |
| |
| ' abducted', ' abduct', |
| |
| ' hoax', |
| |
| 'Witness', |
| |
| ' stalking', ' stalk', |
| |
| 'alking', 'alker', |
| |
| ' Unknown', 'Unknown', |
| |
| ' UFO', ' UFOs', |
| |
| ' phenomena', |
| |
| ' disappearance', |
| |
| ' eyewitness', |
| |
| ' Murd', |
| |
| ' Peaks', |
| |
| 'estation', |
| |
| ' abduction', |
| |
| ' cameo', |
| |
| ' hysteria', |
| |
| ' lizard', ' Lizard', |
| |
| ' mysteriously', |
| |
| ' Sas', |
| |
| ' halluc', |
| |
| ' unexplained', |
| |
| 'ewitness', |
| |
| ' humanoid', |
| |
| ' Paddock', |
| |
| '370', |
| |
| ' Bigfoot', |
| |
| 'auna', |
| |
| ' Oswald', |
| |
| ' unsolved', |
| |
| 'idae', |
| |
| ' Incident', |
| |
| 'ernand', |
| |
| ' tampering', |
| |
| ' bitten', |
| |
| ' Ness', |
| |
| 'ratom', |
| |
| 'zynski', |
| |
| ' faked', |
| |
| ' discrepancies', |
| |
| ' Scully', |
| |
| ' appar', |
| |
| ' 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.""" |
| |
| """prev SAE description: phrases that involve stating or asserting something""" |
| |
| fire = { |
| |
| ' say', ' says', ' Say', 'Say', 'say', ' SAY', |
| |
| ' argue', |
| |
| ' 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.""" |
| |
| """prev SAE description: words associated with various forms of "ling" as a suffix or root in different contexts""" |
| |
| fire = { |
| |
| 'ling', 'lings', 'linger', ' Ling', |
| |
| 'lers', |
| |
| 'lement', 'lements', |
| |
| 'lling', |
| |
| 'bling', |
| |
| 'eling', |
| |
| 'lund', |
| |
| 'etting', |
| |
| 'abbling', |
| |
| '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.""" |
| |
| """prev SAE description: references to the concept of "basking." """ |
| |
| fire = { |
| |
| ' bas', ' Bas', 'bas', ' BAS', |
| |
| ' baseman', |
| |
| ' basin', |
| |
| 'aults', |
| |
| ' bunker', |
| |
| ' smir', |
| |
| ' 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.""" |
| |
| """prev SAE description: forms of the verb "continue" and its associated concepts""" |
| |
| fire = { |
| |
| 'ing', |
| |
| 'ed', |
| |
| 'end', ' ending', ' ends', 'ended', 'ending', 'ends', 'END', 'End', ' Ends', ' Ending', |
| |
| 'ate', 'ately', 'ATES', |
| |
| 'ation', |
| |
| ' extension', |
| |
| ' period', |
| |
| 'ated', |
| |
| 'ishing', 'ished', 'ishes', 'ishable', 'ishment', 'ishly', |
| |
| 'ence', 'ENCE', |
| |
| 'ating', |
| |
| 'ment', 'mental', |
| |
| 'iting', |
| |
| 'arts', 'ART', 'arter', 'arted', 'arters', |
| |
| 'ined', |
| |
| 'ining', |
| |
| 'aining', 'ained', 'ainer', |
| |
| 'ences', 'encing', 'enced', 'encies', |
| |
| 'ues', 'UES', |
| |
| 'ative', |
| |
| 'ited', |
| |
| 'tered', 'tering', |
| |
| 'ual', 'ually', 'uality', |
| |
| 'anding', 'anded', 'ands', |
| |
| 'uing', |
| |
| 'ination', |
| |
| 'gan', |
| |
| 'ently', 'enting', |
| |
| 'standing', |
| |
| 'ued', |
| |
| 'AY', |
| |
| 'uled', |
| |
| 'days', 'DAY', |
| |
| 'asted', 'asts', 'asting', |
| |
| 'still', |
| |
| 'mers', |
| |
| 'join', 'joining', |
| |
| ' paused', ' pauses', |
| |
| 'ayed', |
| |
| '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.""" |
| |
| """prev SAE description: references to diet""" |
| |
| fire = { |
| |
| ' diet', ' Diet', ' diets', |
| |
| ' nutrition', |
| |
| ' dietary', ' Dietary', |
| |
| ' metabolism', |
| |
| ' regimen', |
| |
| ' Invest', |
| |
| 'carb', |
| |
| ' physique', |
| |
| ' supplemented', |
| |
| ' creed', |
| |
| 'endar', |
| |
| 'ohydrate', |
| |
| ' 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.""" |
| |
| """prev SAE description: words related to minerals and their classifications""" |
| |
| fire = { |
| |
| 'ates', 'ATE', 'ATES', |
| |
| 'ating', |
| |
| 'ulates', |
| |
| 'ifies', |
| |
| 'gs', |
| |
| 'asses', |
| |
| 'uates', |
| |
| 'rates', |
| |
| 'inates', |
| |
| ' Associates', |
| |
| 'urated', |
| |
| 'idates', |
| |
| 'ounces', |
| |
| 'Adds', ' Adds', |
| |
| 'icates', |
| |
| 'atters', |
| |
| 'iates', |
| |
| 'brates', |
| |
| 'anges', |
| |
| ' moderates', |
| |
| 'orate', |
| |
| ' 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.""" |
| |
| """prev SAE description: instances of the term "exp" related to exports or exporters""" |
| |
| fire = { |
| |
| ' exp', ' Exp', 'exp', |
| |
| ' exposition', |
| |
| ' 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.""" |
| |
| """prev SAE description: instances of the word "guide" in various contexts""" |
| |
| fire = { |
| |
| ' guide', ' Guide', 'Guide', 'guide', |
| |
| 'Gu', ' GU', |
| |
| ' guides', ' guiding', ' Guides', ' guid', |
| |
| ' guru', ' Guru', |
| |
| ' roadmap', |
| |
| ' cheat', |
| |
| ' Gazette', |
| |
| ' escort', |
| |
| ' primer', |
| |
| ' bible', |
| |
| ' Essential', |
| |
| 'apore', |
| |
| 'endium', |
| |
| ' chap', |
| |
| ' Digest', |
| |
| ' Handbook', |
| |
| ' Companion', |
| |
| ' encyclopedia', |
| |
| ' Manual', |
| |
| ' guideline', |
| |
| 'walker', |
| |
| 'improve', |
| |
| ' aids', |
| |
| 'visor', |
| |
| '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.""" |
| |
| """prev SAE description: proper nouns, specifically names and references related to individuals and businesses""" |
| |
| fire = { |
| |
| ' Bour', 'bour', ' bour', |
| |
| ' kilometres', |
| |
| ' bourbon', ' Bourbon', |
| |
| ' cinematic', |
| |
| ' Dion', |
| |
| ' Acad', |
| |
| ' Cer', |
| |
| ' Kier', |
| |
| ' LC', |
| |
| ' Chong', |
| |
| ' carc', |
| |
| 'ourke', |
| |
| ' Kers', |
| |
| ' Manson', |
| |
| ' bastard', ' Bastard', |
| |
| ' 520', '520', |
| |
| ' Mour', |
| |
| ' Camb', |
| |
| ' Boe', |
| |
| ' massac', |
| |
| ' BASE', |
| |
| '中', |
| |
| 'ب', |
| |
| '203', |
| |
| ' va', |
| |
| 'cour', |
| |
| ' bourgeois', |
| |
| ' popup', |
| |
| ' BUR', |
| |
| ' 416', |
| |
| ' Bucc', |
| |
| '518', |
| |
| ' Byr', |
| |
| '193', |
| |
| ' surviv', ' Surviv', |
| |
| ' 403', |
| |
| '588', |
| |
| ' PERSON', |
| |
| '417', |
| |
| '586', |
| |
| '587', |
| |
| '562', |
| |
| 'olson', |
| |
| '473', |
| |
| ' 383', |
| |
| '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.""" |
| |
| """prev SAE description: mentions of the brand "Maker" in various contexts""" |
| |
| fire = { |
| |
| ' maker', ' Making', 'Making', ' Maker', 'Maker', |
| |
| ' motors', |
| |
| ' Forge', ' forge', 'Forge', |
| |
| ' creations', |
| |
| ' Runner', 'Runner', |
| |
| ' Pratt', |
| |
| ' Weld', ' welding', |
| |
| ' Reb', |
| |
| ' Craft', |
| |
| ' Fiber', |
| |
| 'smith', |
| |
| ' Creator', |
| |
| ' Drone', |
| |
| ' Bowman', |
| |
| ' Libre', |
| |
| 'bots', |
| |
| ' FP', |
| |
| ' limitless', |
| |
| ' Builder', |
| |
| ' Able', |
| |
| ' Stretch', 'Stretch', |
| |
| ' sewing', |
| |
| ' STEM', |
| |
| 'mable', |
| |
| ' Prin', |
| |
| 'yrights', |
| |
| ' Merlin', |
| |
| ' Emir', |
| |
| ' Keeper', |
| |
| 'layer', 'Layer', |
| |
| ' Fishing', |
| |
| ' recorder', |
| |
| 'eem', |
| |
| ' Vor', |
| |
| ' Hive', |
| |
| ' shards', |
| |
| ' MAKE', |
| |
| ' Shap', |
| |
| ' Breaker', |
| |
| ' Extensions', |
| |
| ' Ning', |
| |
| 'retch', |
| |
| '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.""" |
| |
| """prev SAE description: references to feelings of nervousness or anxiety""" |
| |
| fire = { |
| |
| ' nervous', ' nerves', |
| |
| ' wary', |
| |
| ' respiratory', |
| |
| 'conscious', |
| |
| ' anxious', |
| |
| ' apprehension', ' apprehens', |
| |
| 'ctic', |
| |
| 'happy', |
| |
| ' uneasy', |
| |
| ' sweating', |
| |
| 'annabin', |
| |
| ' nervously', |
| |
| 'icip', |
| |
| '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.""" |
| |
| """prev SAE description: references to "Mes" or variations of the term, indicating a focus on the concept of "mess" or related themes""" |
| |
| fire = { |
| |
| ' Mes', ' mes', |
| |
| ' Mesa', |
| |
| ' amassed', |
| |
| ' mound', |
| |
| ' Tec', 'tec', |
| |
| ' Mé', |
| |
| ' Materials', |
| |
| ' morph', |
| |
| ' Sek', |
| |
| ' migrated', |
| |
| ' CAM', |
| |
| 'trop', |
| |
| 'chem', |
| |
| '002', |
| |
| ' Mith', |
| |
| 'otrop', |
| |
| ' ect', |
| |
| '671', |
| |
| ' morphology', |
| |
| ' meshes', |
| |
| '702', |
| |
| '692', |
| |
| '681', |
| |
| 'monary', |
| |
| ' mos', |
| |
| '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.""" |
| |
| """prev SAE description: instances of the word "complicated." """ |
| |
| fire = { |
| |
| ' complex', ' complexities', |
| |
| ' complicated', |
| |
| ' frustrating', |
| |
| ' confusing', |
| |
| ' simpler', |
| |
| ' specialized', |
| |
| ' varied', |
| |
| ' Understanding', 'Understanding', |
| |
| ' messy', |
| |
| ' intricate', |
| |
| ' CONC', |
| |
| ' fraught', |
| |
| ' nuanced', |
| |
| ' tangled', |
| |
| ' Confederation', |
| |
| ' simplified', |
| |
| ' interconnected', |
| |
| ' convoluted', |
| |
| ' compounded', |
| |
| ' juggling', |
| |
| ' cumbersome', |
| |
| ' complicate', |
| |
| ' tedious', |
| |
| ' prick', |
| |
| ' intertwined', |
| |
| ' confounding', |
| |
| ' complication', |
| |
| ' 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.""" |
| |
| """prev SAE description: mentions of different types of oils used in cooking and other contexts""" |
| |
| fire = { |
| |
| ' oil', ' Oil', ' oils', 'Oil', |
| |
| ' spray', ' Spray', |
| |
| ' sauce', |
| |
| ' coating', ' coated', |
| |
| ' wool', |
| |
| ' powder', |
| |
| ' oxide', |
| |
| ' acids', |
| |
| ' Rae', |
| |
| ' juice', |
| |
| ' grease', |
| |
| ' flour', |
| |
| ' vinegar', |
| |
| ' charcoal', |
| |
| ' bal', |
| |
| ' resin', |
| |
| 'ι', |
| |
| ' lubric', |
| |
| ' broth', |
| |
| ' acrylic', |
| |
| ' dye', |
| |
| ' residue', |
| |
| ' saliva', |
| |
| ' silicone', |
| |
| ' fats', |
| |
| ' rubbing', ' rubbed', |
| |
| ' foil', |
| |
| ' pigment', |
| |
| ' oily', |
| |
| ' silk', |
| |
| ' shampoo', |
| |
| 'wash', |
| |
| ' latex', |
| |
| 'iesel', |
| |
| ' bolts', |
| |
| ' 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.""" |
| |
| """prev SAE description: instances of the word "driving." """ |
| |
| fire = { |
| |
| ' driving', 'driving', ' Driving', ' Drivers', |
| |
| ' drive', |
| |
| ' drove', |
| |
| ' driven', |
| |
| 'Dri', |
| |
| ' commanding', |
| |
| ' Cars', |
| |
| ' drifting', |
| |
| 'eering', |
| |
| 'Rating', |
| |
| ' veh', |
| |
| ' braking', |
| |
| ' 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.""" |
| |
| """prev SAE description: mentions of the Java programming language""" |
| |
| fire = { |
| |
| ' Java', 'Java', 'java', ' java', |
| |
| ' Portuguese', |
| |
| ' Julia', |
| |
| ' Haskell', |
| |
| ' APIs', |
| |
| ' Jazz', |
| |
| ' JD', 'JD', |
| |
| ' Atari', |
| |
| ' Coffee', |
| |
| 'utra', |
| |
| ' Drupal', |
| |
| ' Jakarta', |
| |
| ' Scala', |
| |
| ' amphib', |
| |
| ' Eclipse', |
| |
| ' Jade', |
| |
| ' Clojure', |
| |
| ' Swing', 'swing', |
| |
| ' DirectX', |
| |
| ' Trojan', |
| |
| ' Jav', |
| |
| ' 215', |
| |
| ' ported', |
| |
| ' byte', ' Byte', |
| |
| ' algebra', |
| |
| ' Dart', |
| |
| ' Ada', |
| |
| 'ovy', |
| |
| ' Junk', |
| |
| ' snatch', |
| |
| ' integers', ' Integer', 'Integer', |
| |
| ' Zerg', |
| |
| 'pox', |
| |
| 'タ', |
| |
| 'JB', |
| |
| 'ojure', |
| |
| ' ellipt', |
| |
| ' lambda', |
| |
| '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.""" |
| |
| """prev SAE description: geographical locations and specific names in text related to conflict or crisis situations""" |
| |
| fire = { |
| |
| ' Crimea', |
| |
| ' Emirates', |
| |
| ' Alexandria', |
| |
| ' Sinai', |
| |
| ' Sheldon', |
| |
| ' Sirius', |
| |
| ' brazen', |
| |
| ' McAuliffe', |
| |
| 'edi', |
| |
| ' Nile', |
| |
| ' SIM', |
| |
| 'agles', |
| |
| 'cliffe', |
| |
| ' Seventh', |
| |
| ' Isis', |
| |
| ' Parsons', |
| |
| ' Sahara', |
| |
| 'anski', |
| |
| ' Kou', |
| |
| ' choir', |
| |
| 'ahs', |
| |
| ' Torah', |
| |
| ' Uncharted', |
| |
| ' sage', |
| |
| ' Sic', |
| |
| ' surrogate', |
| |
| 'irsch', |
| |
| ' Shining', |
| |
| ' underworld', |
| |
| ' AFTER', |
| |
| 'shadow', |
| |
| ' Caucasus', |
| |
| ' Bentley', |
| |
| ' Sigma', |
| |
| ' generously', |
| |
| ' CK', |
| |
| 'aaaa', |
| |
| ' Exodus', |
| |
| 'esi', |
| |
| ' snatch', |
| |
| 'ROR', |
| |
| '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.""" |
| |
| """prev SAE description: references to the name "Dostoevsky." """ |
| |
| fire = { |
| |
| 'Sky', 'sky', |
| |
| 'ovsky', |
| |
| 'si', |
| |
| 'castle', |
| |
| 'shadow', |
| |
| ' Stevenson', |
| |
| ' Daisy', |
| |
| 'gey', |
| |
| 'osaurs', |
| |
| 'metry', |
| |
| 'lez', |
| |
| ' ozone', |
| |
| 'ython', |
| |
| '315', |
| |
| 'meta', |
| |
| ' 314', |
| |
| 'rolet', |
| |
| '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.""" |
| |
| """prev SAE description: references to "figure," likely in the context of body image or physical appearance""" |
| |
| fire = { |
| |
| ' figure', 'figure', ' Figure', 'Figure', |
| |
| ' figures', ' figuring', |
| |
| 'note', |
| |
| ' shadowy', |
| |
| ' bum', |
| |
| ' Statue', |
| |
| ' silhouette', |
| |
| ' STAT', |
| |
| 'igure', |
| |
| '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.""" |
| |
| """prev SAE description: references to print media""" |
| |
| fire = { |
| |
| ' print', ' printed', ' Print', ' printing', 'Print', 'print', ' prints', |
| |
| 'INT', |
| |
| 'format', |
| |
| ' reprint', |
| |
| ' TIM', |
| |
| ' Paste', |
| |
| ' cout', |
| |
| ' AMERICA', |
| |
| ' paperback', |
| |
| ' filament', |
| |
| ' io', |
| |
| ' EDITION', |
| |
| ' println', 'println', |
| |
| '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.""" |
| |
| """prev SAE description: terms related to the concept of "woman." """ |
| |
| fire = { |
| |
| ' Problem', 'problem', 'Problem', |
| |
| 'oman', |
| |
| 'orman', |
| |
| ' MAN', |
| |
| 'Roman', 'roman', |
| |
| 'English', |
| |
| 'ENG', ' ENG', |
| |
| 'raper', |
| |
| 'utsch', |
| |
| 'ARS', |
| |
| 'oyal', |
| |
| 'apan', |
| |
| 'isman', |
| |
| 'owan', |
| |
| ' Yankee', |
| |
| 'ansom', |
| |
| ' Pilot', |
| |
| ' Ost', |
| |
| 'uman', |
| |
| 'zar', |
| |
| ' Prem', |
| |
| ' Simulator', |
| |
| 'stall', |
| |
| 'riter', |
| |
| ' raven', |
| |
| 'uler', |
| |
| 'alky', |
| |
| ' Loyal', |
| |
| 'Perfect', |
| |
| 'blems', |
| |
| 'obal', |
| |
| 'REM', |
| |
| ' surn', |
| |
| ' Lover', |
| |
| 'ompl', |
| |
| 'asant', |
| |
| 'ukong', |
| |
| 'oslav', |
| |
| 'washer', |
| |
| ' Shogun', |
| |
| ' Protector', |
| |
| 'odore', |
| |
| 'irgin', |
| |
| ' unman', |
| |
| 'ogun', |
| |
| 'uchs', |
| |
| '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.""" |
| |
| """prev SAE description: terms related to the concept of intensity or difficulty, particularly in a challenging context""" |
| |
| fire = { |
| |
| ' Gru', ' gru', 'gru', |
| |
| ' Hunger', |
| |
| ' FI', ' fi', |
| |
| ' semif', |
| |
| ' lockout', |
| |
| ' nem', |
| |
| ' grizz', |
| |
| ' num', |
| |
| ' forb', |
| |
| ' ardu', |
| |
| ' garg', |
| |
| ' lumber', |
| |
| ' fra', |
| |
| ' cush', |
| |
| ' orc', |
| |
| ' slee', |
| |
| ' hars', |
| |
| ' gri', |
| |
| ' gul', |
| |
| ' COMM', |
| |
| ' ow', |
| |
| ' thro', |
| |
| ' haz', |
| |
| ' grun', |
| |
| ' batt', |
| |
| ' lug', |
| |
| ' stren', |
| |
| ' aust', |
| |
| ' malf', |
| |
| ' leng', |
| |
| ' gor', |
| |
| ' Azerbai', |
| |
| ' scrim', |
| |
| ' brut', |
| |
| ' nerv', |
| |
| ' nob', |
| |
| '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.""" |
| |
| """prev SAE description: references to specific sports teams and their names""" |
| |
| fire = { |
| |
| ' Cou', |
| |
| ' crowned', |
| |
| ' Daw', |
| |
| ' Sup', |
| |
| ' Charg', |
| |
| ' BYU', |
| |
| ' quadru', |
| |
| ' Clim', |
| |
| ' Regular', |
| |
| ' Sevent', |
| |
| ' Combined', |
| |
| ' Dani', |
| |
| ' Saud', |
| |
| ' Ult', |
| |
| 'xi', |
| |
| ' Coup', |
| |
| 'ouple', |
| |
| ' Cue', |
| |
| ' Huh', |
| |
| ' Coh', |
| |
| ' Pione', |
| |
| ' COUR', |
| |
| '================================', |
| |
| ' =================================================================', |
| } |
| 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.""" |
| |
| """prev SAE description: geographic locations or regions""" |
| |
| fire = { |
| |
| ' colleges', ' Colleges', |
| |
| ' Immigration', |
| |
| ' architects', ' Architects', |
| |
| ' Israelis', |
| |
| ' Housing', |
| |
| ' aided', ' aiding', ' aids', |
| |
| 'Credit', |
| |
| ' Securities', |
| |
| ' Joined', |
| |
| ' Archives', |
| |
| ' Broadcasting', |
| |
| ' gays', |
| |
| ' Resort', |
| |
| ' Guns', |
| |
| ' Punjab', |
| |
| ' Brighton', |
| |
| ' strengths', 'Strength', 'strength', |
| |
| ' shapes', |
| |
| ' Geek', |
| |
| ' divorced', |
| |
| ' Ernst', |
| |
| ' sleek', |
| |
| ' Patent', |
| |
| ' generals', 'Generally', |
| |
| ' rookies', |
| |
| 'OPA', |
| |
| 'azed', |
| |
| ' Beauty', |
| |
| 'igration', |
| |
| ' genus', |
| |
| ' flurry', |
| |
| 'boys', |
| |
| ' Banking', |
| |
| 'izzard', |
| |
| ' Turks', |
| |
| 'ammu', |
| |
| ' lewd', |
| |
| ' handcuffed', |
| |
| ' Lexington', |
| |
| ' Dungeons', |
| |
| ' Basin', |
| |
| ' sequels', |
| |
| 'UTERS', |
| |
| ' jails', |
| |
| ' eagle', |
| |
| 'atham', |
| |
| ' Newfoundland', |
| |
| ' 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.""" |
| |
| """prev SAE description: pronouns and references to multiple subjects or entities""" |
| |
| fire = { |
| |
| 'The', ' The', |
| |
| ' is', |
| |
| 's', |
| |
| ' it', ' It', |
| |
| ' I', 'I', |
| |
| ' was', |
| |
| ' has', 'Has', |
| |
| ' we', ' We', 'We', |
| |
| ' he', ' He', 'He', |
| |
| ' will', |
| |
| ' at', |
| |
| ' you', ' You', 'you', |
| |
| ' they', ' They', 'They', 'they', |
| |
| ' she', ' She', 'She', ' SHE', |
| |
| '?', |
| |
| ' would', |
| |
| ' her', 'Her', |
| |
| '!', |
| |
| ' our', ' Our', 'Our', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to video content and social media links""" |
| |
| fire = { |
| |
| '=', |
| |
| 'watch', |
| |
| 'news', |
| |
| 'legraph', |
| |
| 'app', |
| |
| ' Pastebin', |
| |
| ' Whats', |
| |
| ' unlocks', |
| |
| 'http', |
| |
| 'article', |
| |
| ' archive', 'archive', |
| |
| '\u200e', ' \u200e', |
| |
| 'images', |
| |
| 'Activity', |
| |
| 'php', |
| |
| 'journal', |
| |
| 'youtube', |
| |
| 'github', |
| |
| 'show', |
| |
| 'orthern', |
| |
| 'places', |
| |
| 'Merit', |
| |
| 'index', |
| |
| ' src', 'src', |
| |
| 'hash', |
| |
| 'Untitled', |
| |
| 'embed', |
| |
| ' encyclopedia', |
| |
| 'wiki', |
| |
| 'facebook', |
| |
| 'status', |
| |
| ' VIDEOS', 'videos', |
| |
| 'apple', |
| |
| '1080', |
| |
| 'forum', 'forums', |
| |
| ' twitch', 'twitch', |
| |
| 'content', |
| |
| 'pmwiki', |
| |
| 'cloud', |
| |
| 'imedia', |
| |
| 'topic', 'Topic', |
| |
| '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.""" |
| |
| """prev SAE description: occurrences of the word "missed." """ |
| |
| fire = { |
| |
| ' missed', ' missing', ' misses', 'Missing', |
| |
| ' miss', |
| |
| ' sidelined', |
| |
| ' botched', |
| |
| ' skipped', |
| |
| ' dodged', |
| |
| ' circled', |
| |
| ' snipers', |
| |
| ' miscar', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to mustard and related food ingredients""" |
| |
| fire = { |
| |
| ' Clarkson', |
| |
| ' JD', 'JD', |
| |
| 'antam', |
| |
| ' Hath', |
| |
| 'produ', |
| |
| ' ants', |
| |
| ' Mustang', |
| |
| ' tractor', |
| |
| ' stain', ' stains', ' Stain', |
| |
| ' dye', |
| |
| ' Kee', |
| |
| ' cider', |
| |
| ' mustard', |
| |
| ' crab', |
| |
| ' Diesel', |
| |
| 'etchup', |
| |
| 'DVD', |
| |
| ' chili', |
| |
| '123', |
| |
| ' coli', |
| |
| ' withholding', |
| |
| 'esame', |
| |
| ' pigeon', |
| |
| ' vinegar', |
| |
| ' isot', |
| |
| ' distilled', |
| |
| ' denim', |
| |
| '124', |
| |
| ' peas', |
| |
| ' hive', |
| |
| ' breathed', |
| |
| ' perfume', |
| |
| 'amorph', |
| |
| ' germ', |
| |
| ' Eps', |
| |
| ' cabbage', |
| |
| ' Elixir', |
| |
| ' microsc', |
| |
| ' manure', |
| |
| '::::::::', |
| |
| ' indistinguishable', |
| |
| ' lettuce', |
| |
| 'atis', |
| |
| ' alienation', |
| |
| ' Bai', |
| |
| ' dyed', |
| |
| ' cess', |
| |
| ' 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.""" |
| |
| """prev SAE description: phrases related to character attributes and benefits in a gaming or application context""" |
| |
| fire = { |
| |
| '\n', |
| |
| ' for', ' For', 'For', 'for', ' FOR', |
| |
| ' is', |
| |
| ':', ' :', |
| |
| ' with', ' With', 'with', ' WITH', |
| |
| ' has', ' HAS', |
| |
| ' from', ' FROM', |
| |
| ' are', ' ARE', |
| |
| ' have', ' Have', ' HAVE', |
| |
| ' be', |
| |
| ' an', ' AN', |
| |
| ' you', |
| |
| ' not', ' Not', 'not', ' NOT', 'NOT', |
| |
| ' can', |
| |
| ' will', ' WILL', |
| |
| ' or', ' Or', ' OR', |
| |
| '/', |
| |
| '?', ' ?', |
| |
| ' its', |
| |
| ' some', |
| |
| ' 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.""" |
| |
| """prev SAE description: expressions related to annoyance and irritation""" |
| |
| fire = { |
| |
| ' annoying', ' annoyed', ' annoy', ' annoyance', |
| |
| ' frustrating', |
| |
| ' harassed', ' harassing', |
| |
| 'agging', |
| |
| ' amusing', ' amused', |
| |
| ' disgusting', |
| |
| ' unpleasant', |
| |
| ' stubborn', |
| |
| ' noticeable', |
| |
| ' angered', |
| |
| ' infuri', |
| |
| ' tedious', |
| |
| ' dislike', |
| |
| ' discomfort', |
| |
| ' harass', |
| |
| 'ridden', |
| |
| ' irritated', ' irritating', |
| |
| ' nuisance', |
| |
| ' hassle', |
| |
| ' pesky', |
| |
| ' irrit', |
| |
| ' incess', |
| |
| ' inconvenience', |
| |
| ' menace', |
| |
| 'important', |
| |
| ' inconvenient', |
| |
| ' upsetting', |
| |
| 'amental', |
| |
| ' antagon', |
| |
| ' torment', |
| |
| ' antic', |
| |
| ' troublesome', |
| |
| ' indispensable', |
| |
| ' exasper', |
| |
| ' noticeably', |
| |
| ' vex', |
| |
| ' obnoxious', |
| |
| 'arrass', |
| |
| ' distracting', |
| |
| 'icable', |
| |
| ' cumbersome', |
| |
| ' aggrav', |
| |
| 'erous', |
| |
| ' pests', |
| |
| ' unbearable', |
| |
| ' 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.""" |
| |
| """prev SAE description: terms related to machine learning and artificial intelligence""" |
| |
| fire = { |
| |
| ' system', ' systems', ' System', ' Systems', |
| |
| ' data', ' Data', |
| |
| ' computer', ' computers', ' computing', 'computer', ' Computing', ' computational', ' Computer', ' comput', |
| |
| ' information', ' Information', |
| |
| ' machine', ' Machine', 'machine', 'Machine', |
| |
| ' technology', |
| |
| ' model', ' models', ' modeling', ' Models', |
| |
| ' intelligence', ' Intelligence', 'intelligence', ' intellig', |
| |
| ' network', ' networks', ' Networks', |
| |
| ' analysis', ' Analysis', 'analysis', |
| |
| ' learning', ' Learning', 'learning', 'Learning', ' learns', 'learn', |
| |
| ' language', ' Language', |
| |
| ' tools', ' tool', |
| |
| ' software', |
| |
| 'ation', |
| |
| ' machines', ' Machines', |
| |
| ' processing', ' processes', ' Processing', 'processing', |
| |
| ' algorithms', ' algorithm', |
| |
| ' collection', 'collection', |
| |
| ' artificial', ' Artificial', |
| |
| ' programming', ' programmed', ' Programming', ' programmer', |
| |
| 'ization', |
| |
| ' engine', |
| |
| ' AI', |
| |
| ' sensors', ' sensor', ' Sensor', |
| |
| ' management', |
| |
| ' tracking', 'tracking', ' Tracking', 'Tracker', |
| |
| ' generated', 'generated', |
| |
| ' fraud', ' Fraud', |
| |
| ' 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.""" |
| |
| """prev SAE description: occurrences of the name "Mart." """ |
| |
| fire = { |
| |
| ' Mart', 'Mart', 'mart', ' mart', |
| |
| ' PD', |
| |
| ' empirical', |
| |
| ' Marcel', |
| |
| ' Axel', |
| |
| ' martyr', |
| |
| ' Gustav', |
| |
| ' Tay', |
| |
| ' Fern', |
| |
| ' Shea', |
| |
| ' Salam', |
| |
| ' ETF', |
| |
| ' Faust', |
| |
| ' Brend', |
| |
| ' Barbar', |
| |
| ' Bren', |
| |
| 'ilipp', |
| |
| ' Petra', |
| |
| 'Eva', |
| |
| ' Vec', |
| |
| ',...', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to the term "designated" in various contexts""" |
| |
| fire = { |
| |
| ' designated', |
| |
| 'marked', ' markings', |
| |
| ' decorated', |
| |
| ' designation', |
| |
| ' commemorate', |
| |
| ' Darrell', |
| |
| 'Beginning', |
| |
| ' labeled', |
| |
| 'design', |
| |
| ' allocated', |
| |
| ' Clarence', |
| |
| 'enic', |
| |
| ' restrooms', |
| |
| ' designate', |
| |
| 'lined', |
| |
| ' enclosed', |
| |
| ' signage', |
| |
| ' euphem', |
| |
| ' 501', |
| |
| ' identifier', ' identifiers', |
| |
| ' sanctioned', |
| |
| ' denote', |
| |
| ' deline', |
| |
| ' enriched', |
| |
| ' holiest', |
| |
| ' expressly', |
| |
| ' signifies', |
| |
| ' allotted', |
| |
| ' denotes', |
| |
| 'Alternative', |
| |
| ' anatomical', |
| |
| 'gment', |
| |
| ' Chaser', |
| |
| 'ferred', |
| |
| ' 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.""" |
| |
| """prev SAE description: references to wetness or moisture""" |
| |
| fire = { |
| |
| ' wet', ' Wet', |
| |
| ' soaked', ' soak', ' soaking', |
| |
| ' rainy', |
| |
| ' sticky', |
| |
| ' padd', |
| |
| ' Wick', |
| |
| 'wat', |
| |
| ' slippery', |
| |
| ' fertile', |
| |
| ' saturated', |
| |
| ' wetlands', |
| |
| ' Veget', |
| |
| ' wil', |
| |
| ' Utt', |
| |
| ' moist', |
| |
| ' thirsty', |
| |
| ' prick', |
| |
| ' hairy', |
| |
| '050', |
| |
| ' dripping', |
| |
| ' sponge', |
| |
| ' irrig', |
| |
| 'irgin', |
| |
| ' lear', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'wet-family', 1 |
|
|
