| """GPT-2 SAE last-token programs, layer 1 -- features 08000 to 08099 (86 programs). |
| |
| One function per SAE feature. Grouped 100 to a file so the set stays browsable; |
| the programs themselves are unchanged. |
| """ |
|
|
| def prog_L01F08000(input_tokens): |
| """9 token families, 10 surface forms (train F1 of the uncapped optimum: 0.803). |
| Fires at 2,063 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to recruitment and hiring processes""" |
| |
| fire = { |
| |
| ' hiring', ' hires', |
| |
| 'iring', |
| |
| ' layoffs', |
| |
| ' interviewing', |
| |
| ' staffing', |
| |
| ' resumes', |
| |
| 'hands', |
| |
| 'Job', |
| |
| 'ocusing', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'hir-family', 1 |
|
|
| def prog_L01F08001(input_tokens): |
| """21 token families, 23 surface forms (train F1 of the uncapped optimum: 0.832). |
| Fires at 2,502 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the term "golden." """ |
| |
| fire = { |
| |
| ' golden', 'Golden', |
| |
| ' vanished', |
| |
| ' shining', |
| |
| 'gold', ' GOLD', |
| |
| ' psychedelic', |
| |
| ' 165', |
| |
| 'uggets', |
| |
| ' mans', |
| |
| 'د', |
| |
| 'Inv', |
| |
| 'allion', |
| |
| ' amber', |
| |
| 'ilded', |
| |
| ' twilight', |
| |
| ' heavenly', |
| |
| ' 213', |
| |
| 'antine', |
| |
| ' glide', |
| |
| ' pearl', |
| |
| ' gravy', |
| |
| ' rune', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'golden-family', 1 |
|
|
| def prog_L01F08002(input_tokens): |
| """43 token families, 44 surface forms (train F1 of the uncapped optimum: 0.909). |
| Fires at 3,490 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to isolation in various contexts""" |
| |
| fire = { |
| |
| ' isolated', |
| |
| ' manufactured', |
| |
| ' confined', |
| |
| ' volcanic', |
| |
| ' economically', |
| |
| ' impoverished', |
| |
| 'aroo', |
| |
| ' liberated', |
| |
| ' idle', |
| |
| ' segregated', |
| |
| ' discredited', |
| |
| 'micro', |
| |
| ' isolate', |
| |
| ' bruised', |
| |
| ' disconnected', |
| |
| ' Appalachian', |
| |
| 'olin', |
| |
| ' isol', 'isol', |
| |
| 'knit', |
| |
| ' insignificant', |
| |
| 'olation', |
| |
| ' endemic', |
| |
| ' Alpine', |
| |
| ' degraded', |
| |
| ' sheltered', |
| |
| ' ostr', |
| |
| ' localized', |
| |
| ' anecdotal', |
| |
| ' insulated', |
| |
| ' mitochondrial', |
| |
| 'iliated', |
| |
| 'astery', |
| |
| ' geographically', |
| |
| 'agogue', |
| |
| ' sympt', |
| |
| 'olate', |
| |
| ' cultured', |
| |
| 'olated', |
| |
| ' mitochond', |
| |
| ' purified', |
| |
| ' authenticated', |
| |
| 'innamon', |
| |
| 'ogenous', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'isolat-family', 1 |
|
|
| def prog_L01F08003(input_tokens): |
| """15 token families, 21 surface forms (train F1 of the uncapped optimum: 0.846). |
| Fires at 4,520 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "explore" and its variations""" |
| |
| fire = { |
| |
| ' exploring', ' explores', ' explored', ' explor', |
| |
| ' explore', ' Explore', 'Explore', |
| |
| ' exploration', |
| |
| ' examines', |
| |
| ' pioneering', |
| |
| ' experimenting', |
| |
| ' revisit', |
| |
| ' delve', |
| |
| ' adventurous', |
| |
| ' conquer', |
| |
| ' ponder', |
| |
| 'uxe', |
| |
| ' mined', |
| |
| ' 263', '263', |
| |
| 'Discover', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'explor-family', 1 |
|
|
| def prog_L01F08004(input_tokens): |
| """12 token families, 14 surface forms (train F1 of the uncapped optimum: 0.785). |
| Fires at 1,727 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the Trail Blazers, a professional basketball team""" |
| |
| fire = { |
| |
| ' Trail', ' trail', ' Trails', |
| |
| 'Tra', |
| |
| ' Problem', |
| |
| ' Tasman', |
| |
| ' Track', |
| |
| 'packing', |
| |
| ' Trials', |
| |
| ' Wheel', |
| |
| ' Tears', |
| |
| ' Veil', |
| |
| ' Tape', |
| |
| ' Traps', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'trail-family', 1 |
|
|
| def prog_L01F08005(input_tokens): |
| """33 token families, 34 surface forms (train F1 of the uncapped optimum: 0.805). |
| Fires at 2,741 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to social norms and normative behaviors""" |
| |
| fire = { |
| |
| ' norms', ' norm', |
| |
| ' boundaries', |
| |
| ' conventions', |
| |
| ' 1961', |
| |
| ' nominations', |
| |
| ' rituals', |
| |
| ' Nicholson', |
| |
| 'ieties', |
| |
| ' 195', |
| |
| ' Practices', |
| |
| ' loosen', |
| |
| ' tenets', |
| |
| ' tropes', |
| |
| ' competence', |
| |
| ' customary', |
| |
| ' behaviours', |
| |
| ' liberalism', |
| |
| ' directives', |
| |
| ' permissible', |
| |
| ' 193', |
| |
| ' melodies', |
| |
| ' implicitly', |
| |
| ' conformity', |
| |
| ' promulg', |
| |
| ' normalized', |
| |
| ' precept', |
| |
| ' calibrated', |
| |
| ' morals', |
| |
| ' Consent', |
| |
| ' normative', |
| |
| ' CPC', |
| |
| ' commandments', |
| |
| ' rationality', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'norm-family', 1 |
|
|
| def prog_L01F08006(input_tokens): |
| """17 token families, 19 surface forms (train F1 of the uncapped optimum: 0.922). |
| Fires at 1,556 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to Turkish cuisine or mentions of Turkey""" |
| |
| fire = { |
| |
| ' tur', 'tur', 'Tur', |
| |
| ' turkey', |
| |
| 'iph', |
| |
| ' poultry', |
| |
| ' tal', |
| |
| ' ::', |
| |
| ' Premiere', |
| |
| 'rans', |
| |
| ' Trave', |
| |
| ' kosher', |
| |
| ' OM', |
| |
| ' mov', |
| |
| ' turb', |
| |
| ' rever', |
| |
| ' Cele', |
| |
| 'TRY', |
| |
| 'icro', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'tur-family', 1 |
|
|
| def prog_L01F08007(input_tokens): |
| """15 token families, 17 surface forms (train F1 of the uncapped optimum: 0.895). |
| Fires at 4,796 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "driving" and related driving context""" |
| |
| fire = { |
| |
| ' driving', 'driving', ' Driving', |
| |
| 'Dri', |
| |
| ' driveway', |
| |
| ' DUI', |
| |
| ' texting', |
| |
| ' Cadillac', |
| |
| ' styling', |
| |
| ' drifting', |
| |
| ' chau', |
| |
| 'icular', |
| |
| ' veh', |
| |
| ' intox', |
| |
| ' DMV', |
| |
| ' braking', |
| |
| ' divor', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'driv-family', 1 |
|
|
| def prog_L01F08008(input_tokens): |
| """36 token families, 37 surface forms (train F1 of the uncapped optimum: 0.810). |
| Fires at 3,246 of 36,786,566 positions.""" |
| |
| """prev SAE description: words that contain the suffix "ester." """ |
| |
| fire = { |
| |
| 'ester', 'esters', |
| |
| 'izer', |
| |
| ' Slate', |
| |
| ' baseman', |
| |
| ' Lester', |
| |
| ' moderator', |
| |
| 'estone', |
| |
| 'rost', |
| |
| 'rape', |
| |
| 'creator', |
| |
| ' Wester', |
| |
| 'gram', |
| |
| ' brow', |
| |
| ' bum', |
| |
| 'vard', |
| |
| 'izen', |
| |
| 'reddit', |
| |
| ' weary', |
| |
| 'breaker', |
| |
| 'ン', |
| |
| 'ramer', |
| |
| 'essler', |
| |
| 'offer', |
| |
| 'haust', |
| |
| ' Gentleman', |
| |
| 'reth', |
| |
| 'odcast', |
| |
| ' Sold', |
| |
| 'imester', |
| |
| 'iframe', |
| |
| ' Aval', |
| |
| 'midt', |
| |
| ' ster', |
| |
| 'GES', |
| |
| 'estern', |
| |
| 'arser', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'est-family', 1 |
|
|
| def prog_L01F08009(input_tokens): |
| """37 token families, 40 surface forms (train F1 of the uncapped optimum: 0.918). |
| Fires at 3,177 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of LGBTQ+ individuals, particularly focusing on the term "gays." """ |
| |
| fire = { |
| |
| ' homosexuality', ' homosexuals', |
| |
| ' atheists', |
| |
| ' gays', |
| |
| ' sod', ' Sod', |
| |
| ' Arabs', |
| |
| 'ammu', |
| |
| ' lesbians', |
| |
| ' Newfoundland', |
| |
| ' booze', |
| |
| ' addicts', |
| |
| ' discounts', |
| |
| ' fetus', |
| |
| ' sunrise', |
| |
| ' homophobia', |
| |
| ' incidence', |
| |
| 'ogle', |
| |
| 'ugar', |
| |
| ' Moose', |
| |
| ' Adds', 'Adds', |
| |
| ' dissidents', |
| |
| ' Lilly', |
| |
| 'osaurs', |
| |
| ' embodies', |
| |
| 'izards', |
| |
| ' hors', |
| |
| 'ophob', |
| |
| 'agame', |
| |
| ' LIST', |
| |
| 'fights', |
| |
| ' anus', |
| |
| ' uterus', |
| |
| 'bj', |
| |
| 'ostics', |
| |
| 'ishy', |
| |
| 'SG', |
| |
| ' Gors', |
| |
| 'igslist', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'homosexual-family', 1 |
|
|
| def prog_L01F08010(input_tokens): |
| """16 token families, 18 surface forms (train F1 of the uncapped optimum: 0.929). |
| Fires at 2,355 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to lanes in traffic-related contexts""" |
| |
| fire = { |
| |
| ' lane', 'lane', |
| |
| ' lanes', ' lan', |
| |
| ' airspace', |
| |
| ' mural', |
| |
| ' freeway', |
| |
| ' roadway', |
| |
| ' fullback', |
| |
| ' mul', |
| |
| ' tendon', |
| |
| 'allion', |
| |
| ' diaper', |
| |
| ' backfield', |
| |
| ' pulmonary', |
| |
| ' pane', |
| |
| 'oggle', |
| |
| ' turret', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'lane-family', 1 |
|
|
| def prog_L01F08012(input_tokens): |
| """50 token families, 51 surface forms (train F1 of the uncapped optimum: 0.847). |
| Fires at 4,522 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to jeans and denim-related clothing""" |
| |
| fire = { |
| |
| ' jeans', |
| |
| ' pants', |
| |
| ' Levi', |
| |
| 'eka', |
| |
| ' skinny', |
| |
| ' Reggie', |
| |
| ' BBQ', |
| |
| ' sunglasses', |
| |
| ' Coke', |
| |
| ' rethink', |
| |
| ' Strauss', |
| |
| ' Kobe', |
| |
| ' Robotics', |
| |
| ' Elvis', |
| |
| ' sneakers', |
| |
| ' dudes', |
| |
| ' Wr', |
| |
| 'ordon', |
| |
| ' Gap', |
| |
| ' vacated', |
| |
| ' cowboy', |
| |
| ' scissors', |
| |
| ' trousers', |
| |
| ' tailored', |
| |
| 'emaker', |
| |
| ' coli', |
| |
| ' handshake', |
| |
| 'knit', |
| |
| ' Jiu', |
| |
| ' shrug', |
| |
| ' denim', |
| |
| ' sewing', |
| |
| ' kh', |
| |
| ' Siberia', |
| |
| 'JJ', |
| |
| ' tofu', |
| |
| ' ostr', |
| |
| ' 808', '808', |
| |
| 'ennes', |
| |
| ' Ruk', |
| |
| ' nylon', |
| |
| '::::::::', |
| |
| ' TJ', |
| |
| 'heddar', |
| |
| ' rye', |
| |
| ' dyed', |
| |
| ' fabrics', |
| |
| ' Indigo', |
| |
| '316', |
| |
| ' chromosomes', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'jean-family', 1 |
|
|
| def prog_L01F08013(input_tokens): |
| """16 token families, 20 surface forms (train F1 of the uncapped optimum: 0.788). |
| Fires at 3,617 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the concept of "freedom" in various contexts""" |
| |
| fire = { |
| |
| ' Freedom', ' freedom', 'Freedom', 'freedom', |
| |
| ' Rainbow', |
| |
| '!,', |
| |
| ' Paradise', |
| |
| ' Dreams', |
| |
| ' Freed', ' FRE', |
| |
| ' Danger', |
| |
| ' Friendship', |
| |
| ' Pleasant', |
| |
| ' Poverty', |
| |
| ' Bree', |
| |
| ' Courage', |
| |
| ' Avenger', |
| |
| ' Conflict', |
| |
| ' Forbidden', |
| |
| '(){', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'freedom-family', 1 |
|
|
| def prog_L01F08015(input_tokens): |
| """18 token families, 23 surface forms (train F1 of the uncapped optimum: 0.905). |
| Fires at 1,491 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to various aspects of optical applications and technologies""" |
| |
| fire = { |
| |
| ' Opt', 'opt', ' optic', 'Opt', ' Optical', ' OPT', |
| |
| ' Johannes', |
| |
| 'obby', |
| |
| ' Orion', |
| |
| 'Gam', |
| |
| ' Optim', |
| |
| ' optics', |
| |
| ' Optimus', |
| |
| ' Invest', |
| |
| ' Vitamin', |
| |
| ' ops', |
| |
| 'Ult', |
| |
| 'ynt', |
| |
| ' Pump', |
| |
| 'orescent', |
| |
| 'IENT', |
| |
| 'igmat', |
| |
| 'ernels', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'opt-family', 1 |
|
|
| def prog_L01F08016(input_tokens): |
| """1 token families, 5 surface forms (train F1 of the uncapped optimum: 0.786). |
| Fires at 25,193 of 36,786,566 positions.""" |
| |
| """prev SAE description: the word "just" used in various contexts""" |
| |
| fire = { |
| |
| ' just', ' Just', 'Just', 'just', ' JUST', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'just-family', 1 |
|
|
| def prog_L01F08017(input_tokens): |
| """8 token families, 9 surface forms (train F1 of the uncapped optimum: 0.879). |
| Fires at 2,104 of 36,786,566 positions.""" |
| |
| """prev SAE description: repeated references to the Golden Gate Bridge""" |
| |
| fire = { |
| |
| ' Golden', 'Golden', |
| |
| ' Hawth', |
| |
| ' swinging', |
| |
| ' Eternal', |
| |
| ' Kelvin', |
| |
| ' footh', |
| |
| ' Cosmic', |
| |
| 'riors', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'golden-family', 1 |
|
|
| def prog_L01F08018(input_tokens): |
| """18 token families, 36 surface forms (train F1 of the uncapped optimum: 0.234). |
| Fires at 75,774 of 36,786,566 positions.""" |
| |
| """prev SAE description: nouns and terms related to governance or regulatory bodies""" |
| |
| fire = { |
| |
| '1', |
| |
| 'ens', 'ensible', |
| |
| 'al', |
| |
| 'ation', 'ational', 'ATION', |
| |
| ' Columbia', |
| |
| 'ant', 'antly', 'anting', 'antic', |
| |
| 'ator', 'ators', |
| |
| 'ORD', 'ord', 'ords', |
| |
| 'acking', 'acks', |
| |
| 'aster', 'AST', 'asts', 'asters', |
| |
| 'aker', 'akers', |
| |
| 'iting', |
| |
| 'ent', |
| |
| ' Pastebin', |
| |
| 'ORT', 'ort', |
| |
| 'ign', 'igning', |
| |
| 'ung', |
| |
| 'oto', 'OTO', 'otos', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '1-family', 1 |
|
|
| def prog_L01F08019(input_tokens): |
| """28 token families, 32 surface forms (train F1 of the uncapped optimum: 0.866). |
| Fires at 2,876 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the term "NET" which is likely referring to a specific concept or technology""" |
| |
| fire = { |
| |
| 'NET', 'nets', ' NET', |
| |
| 'SON', |
| |
| ' COR', 'COR', |
| |
| ' Framework', |
| |
| ' Unreal', |
| |
| 'rowd', |
| |
| 'Cry', |
| |
| ' Horton', |
| |
| ' SAT', |
| |
| 'sun', |
| |
| ' CET', |
| |
| ' NETWORK', |
| |
| 'rene', |
| |
| ' SET', 'SET', |
| |
| ' CG', |
| |
| 'hiro', |
| |
| ' SOL', |
| |
| 'γ', |
| |
| ' npm', |
| |
| 'spring', |
| |
| ' NEXT', |
| |
| 'DEC', |
| |
| ' Mono', |
| |
| ' LIN', |
| |
| 'STEM', |
| |
| '428', |
| |
| ' CLR', |
| |
| 'NECT', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'net-family', 1 |
|
|
| def prog_L01F08020(input_tokens): |
| """27 token families, 27 surface forms (train F1 of the uncapped optimum: 0.793). |
| Fires at 2,643 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the name "Garry" and variations of it""" |
| |
| fire = { |
| |
| 'arry', |
| |
| ' footballer', |
| |
| 'oris', |
| |
| 'RY', |
| |
| ' WILL', |
| |
| ' Forever', |
| |
| ' Marcel', |
| |
| ' Garry', |
| |
| ' Carry', |
| |
| 'arrell', |
| |
| 'onduct', |
| |
| 'eree', |
| |
| 'ondon', |
| |
| ' fullback', |
| |
| 'ennis', |
| |
| 'ply', |
| |
| 'rosse', |
| |
| 'ceed', |
| |
| 'ryce', |
| |
| 'umpy', |
| |
| 'greg', |
| |
| 'avoid', |
| |
| 'ihara', |
| |
| 'RAFT', |
| |
| ' Investigator', |
| |
| '/*', |
| |
| 'ん', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'arry-family', 1 |
|
|
| def prog_L01F08022(input_tokens): |
| """8 token families, 9 surface forms (train F1 of the uncapped optimum: 0.850). |
| Fires at 626 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the German company Deutsche Börse""" |
| |
| fire = { |
| |
| 'ör', |
| |
| ' Kyr', |
| |
| 'ön', |
| |
| 'phys', |
| |
| 'phil', |
| |
| 'Usage', 'usage', |
| |
| 'º', |
| |
| 'odynam', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'r-family', 1 |
|
|
| def prog_L01F08023(input_tokens): |
| """36 token families, 38 surface forms (train F1 of the uncapped optimum: 0.828). |
| Fires at 2,867 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of consortiums and collaborative groups""" |
| |
| fire = { |
| |
| ' consortium', ' Consortium', |
| |
| 'listed', |
| |
| 'posium', |
| |
| 'idis', |
| |
| ' conglomerate', |
| |
| ' Collabor', |
| |
| ' cohort', |
| |
| ' enclave', |
| |
| ' blacklist', |
| |
| ' mafia', |
| |
| ' Mellon', |
| |
| ' overlay', |
| |
| ' fellowship', ' Fellowship', |
| |
| ' IOC', |
| |
| '*.', |
| |
| 'contract', |
| |
| ' cabal', |
| |
| 'ventus', |
| |
| 'stration', |
| |
| ' Sind', |
| |
| ' cascade', |
| |
| 'clave', |
| |
| 'venture', |
| |
| ' enrichment', |
| |
| ' Fnatic', |
| |
| ' assemblies', |
| |
| 'Atl', |
| |
| ' subcontract', |
| |
| ' pooled', |
| |
| ' Generic', |
| |
| ' Cald', |
| |
| 'foundation', |
| |
| ' aristocracy', |
| |
| 'elist', |
| |
| ' Vulkan', |
| |
| 'ETF', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'consortium-family', 1 |
|
|
| def prog_L01F08024(input_tokens): |
| """33 token families, 35 surface forms (train F1 of the uncapped optimum: 0.860). |
| Fires at 2,304 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to ribbons or similar decorative elements""" |
| |
| fire = { |
| |
| ' rib', |
| |
| ' Pepper', |
| |
| ' maiden', |
| |
| ' ribbon', ' Ribbon', |
| |
| ' bells', |
| |
| ' connector', ' connectors', |
| |
| ' platinum', |
| |
| ' bundled', |
| |
| ' bun', |
| |
| ' Cortana', |
| |
| ' plaque', |
| |
| ' lipstick', |
| |
| 'cape', |
| |
| 'assin', |
| |
| ' Picard', |
| |
| ' markup', |
| |
| 'aques', |
| |
| ' XIII', |
| |
| 'OX', |
| |
| ' velvet', |
| |
| ' narration', |
| |
| ' FDR', |
| |
| 'wine', |
| |
| 'utenant', |
| |
| ' Clover', |
| |
| ' clasp', |
| |
| ' Badge', |
| |
| '401', |
| |
| ' kisses', |
| |
| 'itaire', |
| |
| '381', |
| |
| 'onet', |
| |
| '431', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'rib-family', 1 |
|
|
| def prog_L01F08025(input_tokens): |
| """23 token families, 25 surface forms (train F1 of the uncapped optimum: 0.846). |
| Fires at 747 of 36,786,566 positions.""" |
| |
| """prev SAE description: closing tags in HTML""" |
| |
| fire = { |
| |
| '</', ' </', |
| |
| ' consum', |
| |
| 'wp', |
| |
| '","', |
| |
| 'whel', |
| |
| 'RES', |
| |
| '"></', |
| |
| 'enture', |
| |
| '!--', |
| |
| '></', |
| |
| ' */', '*/', |
| |
| ' (<', |
| |
| '.</', |
| |
| '.<', |
| |
| 'の�', |
| |
| '00000000', |
| |
| '-->', |
| |
| 'ム', |
| |
| 'だ', |
| |
| '"/>', |
| |
| ' comprom', |
| |
| ')</', |
| |
| ' <!--', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '</-family', 1 |
|
|
| def prog_L01F08026(input_tokens): |
| """10 token families, 14 surface forms (train F1 of the uncapped optimum: 0.909). |
| Fires at 4,716 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the year 2007""" |
| |
| fire = { |
| |
| ' 2007', '2007', |
| |
| '07', ' 07', |
| |
| ' 1987', |
| |
| 'STON', |
| |
| ' Recession', |
| |
| ' 207', '207', |
| |
| '277', ' 277', |
| |
| ' 1907', |
| |
| ' Connection', |
| |
| '007', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '2007-family', 1 |
|
|
| def prog_L01F08027(input_tokens): |
| """22 token families, 31 surface forms (train F1 of the uncapped optimum: 0.959). |
| Fires at 2,965 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of a specific individual named Hunter""" |
| |
| fire = { |
| |
| ' Hunter', ' hunter', ' hunters', ' Hunting', ' Hunters', 'Hunter', 'hunter', |
| |
| ' hacker', ' Hacker', |
| |
| ' Huawei', |
| |
| 'Hun', ' HUN', |
| |
| ' Hearthstone', |
| |
| 'hou', |
| |
| ' Mage', |
| |
| 'hammer', |
| |
| ' Wolfe', |
| |
| ' HC', |
| |
| ' Shaman', ' shaman', |
| |
| 'unique', |
| |
| ' Hive', |
| |
| ' LAW', |
| |
| ' Druid', |
| |
| ' Paladin', |
| |
| 'Specific', |
| |
| 'awei', |
| |
| ' Warlock', |
| |
| ' Chimera', |
| |
| ' HF', |
| |
| ' :=', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'hunt-family', 1 |
|
|
| def prog_L01F08028(input_tokens): |
| """19 token families, 22 surface forms (train F1 of the uncapped optimum: 0.799). |
| Fires at 2,708 of 36,786,566 positions.""" |
| |
| """prev SAE description: the term "kins," indicating a focus on familial or relational connections""" |
| |
| fire = { |
| |
| 'kins', ' kins', |
| |
| ' skins', 'skin', 'Skin', |
| |
| 'ilar', |
| |
| 'INS', |
| |
| 'eks', |
| |
| 'cks', |
| |
| 'frey', |
| |
| 'cakes', |
| |
| ' hooks', |
| |
| 'iffin', |
| |
| 'throp', |
| |
| 'lins', |
| |
| 'skinned', |
| |
| 'melon', |
| |
| 'kinson', |
| |
| 'pson', |
| |
| 'wolves', |
| |
| 'orks', |
| |
| 'oples', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'kin-family', 1 |
|
|
| def prog_L01F08029(input_tokens): |
| """5 token families, 8 surface forms (train F1 of the uncapped optimum: 0.855). |
| Fires at 3,778 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to technology and the tech industry""" |
| |
| fire = { |
| |
| ' tech', ' Tech', 'tech', 'Tech', |
| |
| ' techn', |
| |
| ' gadget', |
| |
| ' mech', |
| |
| ' celeb', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'tech-family', 1 |
|
|
| def prog_L01F08030(input_tokens): |
| """50 token families, 52 surface forms (train F1 of the uncapped optimum: 0.865). |
| Fires at 4,495 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to inadequacy or insufficiency""" |
| |
| fire = { |
| |
| ' outdated', |
| |
| ' inaccurate', |
| |
| ' gaps', |
| |
| ' inadequate', |
| |
| ' insufficient', |
| |
| ' ineffective', |
| |
| ' improperly', |
| |
| ' shortcomings', |
| |
| 'standard', |
| |
| ' dysfunctional', |
| |
| ' shortfall', |
| |
| ' inaction', |
| |
| ' unreliable', |
| |
| ' lackluster', |
| |
| ' unrealistic', |
| |
| ' inefficient', |
| |
| ' inexpl', |
| |
| ' inconvenient', |
| |
| ' cramped', |
| |
| ' uneven', |
| |
| ' clumsy', |
| |
| 'util', |
| |
| ' unequal', ' unequ', |
| |
| 'efficiency', |
| |
| ' impractical', |
| |
| ' failings', |
| |
| ' deficiencies', |
| |
| 'ective', |
| |
| ' wasteful', |
| |
| ' defective', |
| |
| ' unsatisf', |
| |
| ' unprepared', |
| |
| ' underestimated', |
| |
| ' cumbersome', |
| |
| 'rival', |
| |
| ' lousy', |
| |
| ' imperfect', |
| |
| ' mismatch', |
| |
| ' counterproductive', |
| |
| ' inadequ', |
| |
| ' deficient', |
| |
| 'adequ', ' adequ', |
| |
| 'Enough', |
| |
| 'fficient', |
| |
| 'absor', |
| |
| ' unsu', |
| |
| ' mism', |
| |
| 'ufficient', |
| |
| ' discipl', |
| |
| '。', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'outdat-family', 1 |
|
|
| def prog_L01F08031(input_tokens): |
| """12 token families, 12 surface forms (train F1 of the uncapped optimum: 0.931). |
| Fires at 966 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the abbreviation "OV" """ |
| |
| fire = { |
| |
| 'OV', |
| |
| 'IK', |
| |
| 'IZ', |
| |
| 'IPP', |
| |
| 'NV', |
| |
| ' POW', |
| |
| 'OPE', |
| |
| ' INV', |
| |
| ' MOV', |
| |
| 'OVA', |
| |
| 'IFT', |
| |
| 'OOOO', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ov-family', 1 |
|
|
| def prog_L01F08032(input_tokens): |
| """50 token families, 55 surface forms (train F1 of the uncapped optimum: 0.844). |
| Fires at 54,420 of 36,786,566 positions.""" |
| |
| """prev SAE description: gerunds and present participles""" |
| |
| fire = { |
| |
| ' raising', 'raising', |
| |
| 'iting', |
| |
| 'ening', |
| |
| 'ging', |
| |
| 'acking', |
| |
| 'ining', |
| |
| 'ising', |
| |
| 'aking', 'AKING', 'akings', |
| |
| 'uring', |
| |
| 'ashing', |
| |
| 'owing', |
| |
| 'ishing', |
| |
| 'ying', 'YING', |
| |
| 'aging', |
| |
| 'acing', |
| |
| 'aling', |
| |
| 'pping', |
| |
| 'iding', |
| |
| 'ailing', |
| |
| 'illing', |
| |
| 'itting', |
| |
| 'apping', |
| |
| 'icking', |
| |
| 'ading', |
| |
| 'using', |
| |
| 'aying', |
| |
| 'asing', |
| |
| 'playing', |
| |
| 'iring', |
| |
| 'uing', |
| |
| 'alling', |
| |
| 'aving', |
| |
| 'ipping', |
| |
| 'aching', |
| |
| 'ressing', |
| |
| 'ushing', |
| |
| 'ocking', |
| |
| 'changing', 'Changing', |
| |
| 'oning', |
| |
| 'ounding', |
| |
| 'tering', |
| |
| 'ding', |
| |
| 'eding', |
| |
| 'agging', |
| |
| 'oking', |
| |
| 'leaning', |
| |
| 'elling', |
| |
| ' issuing', |
| |
| 'zing', |
| |
| 'oding', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'rais-family', 1 |
|
|
| def prog_L01F08033(input_tokens): |
| """12 token families, 13 surface forms (train F1 of the uncapped optimum: 0.809). |
| Fires at 4,151 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to injuries""" |
| |
| fire = { |
| |
| ' injuries', ' injuring', |
| |
| ' injury', |
| |
| 'ashes', |
| |
| ' burns', |
| |
| 'rays', |
| |
| ' decorations', |
| |
| ' sustaining', |
| |
| 'ussions', |
| |
| ' fractures', |
| |
| ' bruises', |
| |
| ' scratches', |
| |
| 'juries', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'injur-family', 1 |
|
|
| def prog_L01F08034(input_tokens): |
| """50 token families, 53 surface forms (train F1 of the uncapped optimum: 0.863). |
| Fires at 5,396 of 36,786,566 positions.""" |
| |
| """prev SAE description: names of individuals, particularly those associated with events or entities in a specific context""" |
| |
| fire = { |
| |
| ' Securities', |
| |
| 'zman', |
| |
| ' Suarez', |
| |
| 'ppers', |
| |
| ' Bundy', |
| |
| 'endez', |
| |
| 'ensen', |
| |
| 'endale', |
| |
| 'arez', |
| |
| 'azar', |
| |
| ' cartels', |
| |
| 'reenshot', |
| |
| 'uder', 'uders', |
| |
| 'zyk', |
| |
| 'chemical', 'chem', |
| |
| 'henko', |
| |
| 'obar', |
| |
| 'enez', |
| |
| 'arte', |
| |
| 'monds', |
| |
| 'bard', |
| |
| 'zee', 'zees', |
| |
| 'imoto', |
| |
| 'rera', |
| |
| 'zynski', |
| |
| 'chenko', |
| |
| 'iewicz', |
| |
| 'aez', |
| |
| 'azard', |
| |
| 'amura', |
| |
| '——', |
| |
| 'Border', |
| |
| 'YD', |
| |
| 'axe', |
| |
| 'sei', |
| |
| 'enthal', |
| |
| ' 142', |
| |
| 'berman', |
| |
| 'rared', |
| |
| 'inka', |
| |
| '137', |
| |
| 'THER', |
| |
| 'opez', |
| |
| 'chedel', |
| |
| 'abba', |
| |
| 'zn', |
| |
| 'inez', |
| |
| 'xon', |
| |
| 'ollar', |
| |
| 'ierra', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'secur-family', 1 |
|
|
| def prog_L01F08036(input_tokens): |
| """40 token families, 49 surface forms (train F1 of the uncapped optimum: 0.888). |
| Fires at 5,166 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to financial institutions and lending""" |
| |
| fire = { |
| |
| ' colleges', |
| |
| ' issuing', ' issu', ' issuer', |
| |
| ' Scouts', ' scouts', |
| |
| ' insurers', ' insurer', |
| |
| ' lenders', ' lender', |
| |
| ' brewer', ' brewers', |
| |
| ' airlines', |
| |
| ' borrowers', ' borrower', |
| |
| ' innov', |
| |
| ' ECB', |
| |
| ' creditors', ' creditor', |
| |
| ' ISPs', |
| |
| ' CBI', |
| |
| ' automakers', |
| |
| ' traffickers', |
| |
| 'ifax', |
| |
| ' bakery', |
| |
| 'uers', |
| |
| ' assailants', |
| |
| ' organisers', |
| |
| ' Vale', |
| |
| ' baker', |
| |
| ' interviewer', |
| |
| ' dispatcher', |
| |
| ' dealership', |
| |
| 'casters', |
| |
| ' climbers', |
| |
| ' assign', ' assigns', |
| |
| 'blers', |
| |
| ' bullies', |
| |
| ' accredited', |
| |
| ' commenters', |
| |
| ' flattering', |
| |
| ' Garmin', |
| |
| ' Ally', |
| |
| ' recru', |
| |
| ' occup', |
| |
| ' bandits', |
| |
| ' grocer', |
| |
| ' guarant', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'colleg-family', 1 |
|
|
| def prog_L01F08037(input_tokens): |
| """1 token families, 6 surface forms (train F1 of the uncapped optimum: 0.993). |
| Fires at 5,574 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to non-profit organizations and related concepts""" |
| |
| fire = { |
| |
| ' non', ' Non', 'non', 'Non', ' nons', ' NON', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'non-family', 1 |
|
|
| def prog_L01F08038(input_tokens): |
| """2 token families, 3 surface forms (train F1 of the uncapped optimum: 0.434). |
| Fires at 13,828 of 36,786,566 positions.""" |
| |
| """prev SAE description: the repeated mention of the word "other" indicating relationships or interactions among entities""" |
| |
| fire = { |
| |
| ' other', ' OTHER', |
| |
| 'cluded', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'oth-family', 1 |
|
|
| def prog_L01F08039(input_tokens): |
| """26 token families, 27 surface forms (train F1 of the uncapped optimum: 0.809). |
| Fires at 2,443 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to "composition" in various contexts""" |
| |
| fire = { |
| |
| ' composition', |
| |
| ' compos', ' Compos', |
| |
| 'opy', |
| |
| 'iven', |
| |
| 'rien', |
| |
| ' coloring', |
| |
| ' productions', |
| |
| ' thinner', |
| |
| ' geometry', |
| |
| ' demographics', |
| |
| ' heavier', |
| |
| ' compose', |
| |
| ' Personnel', |
| |
| 'ometry', |
| |
| ' cohesion', |
| |
| ' compositions', |
| |
| ' mono', |
| |
| ' composing', |
| |
| ' formulation', |
| |
| 'atography', |
| |
| ' gelatin', |
| |
| 'rison', |
| |
| 'olation', |
| |
| ' Colour', |
| |
| 'ohydrate', |
| |
| 'azines', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'composi-family', 1 |
|
|
| def prog_L01F08040(input_tokens): |
| """11 token families, 11 surface forms (train F1 of the uncapped optimum: 0.833). |
| Fires at 930 of 36,786,566 positions.""" |
| |
| """prev SAE description: the word "thereby" and its variations, indicating causality or the result of an action""" |
| |
| fire = { |
| |
| ' thereby', |
| |
| ' inadvertently', |
| |
| ' unwittingly', |
| |
| ' whereby', |
| |
| ' THEY', |
| |
| ' 1909', |
| |
| ' hereby', |
| |
| ' 435', |
| |
| ' therein', |
| |
| ' intim', |
| |
| 'ב', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'thereby-family', 1 |
|
|
| def prog_L01F08041(input_tokens): |
| """30 token families, 31 surface forms (train F1 of the uncapped optimum: 0.930). |
| Fires at 2,781 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to state governors""" |
| |
| fire = { |
| |
| ' governors', ' Governors', |
| |
| ' airports', |
| |
| ' chiefs', |
| |
| ' CEOs', |
| |
| ' Jindal', |
| |
| ' mayors', |
| |
| ' inspirational', |
| |
| 'hus', |
| |
| ' legislatures', |
| |
| ' secession', |
| |
| ' Welfare', |
| |
| ' ambassadors', |
| |
| ' dictators', |
| |
| ' magnets', |
| |
| ' motivational', |
| |
| ' murderers', |
| |
| ' embassies', |
| |
| 'states', |
| |
| ' pastors', |
| |
| ' sher', |
| |
| 'urers', |
| |
| 'agog', |
| |
| '&&', |
| |
| ' Confeder', |
| |
| 'ographics', |
| |
| 'icidal', |
| |
| ' vocational', |
| |
| 'gran', |
| |
| ' antioxidants', |
| |
| 'assadors', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'governor-family', 1 |
|
|
| def prog_L01F08042(input_tokens): |
| """1 token families, 4 surface forms (train F1 of the uncapped optimum: 0.977). |
| Fires at 23,404 of 36,786,566 positions.""" |
| |
| """prev SAE description: the word "made" in various contexts""" |
| |
| fire = { |
| |
| ' made', 'made', ' Made', 'Made', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'made-family', 1 |
|
|
| def prog_L01F08043(input_tokens): |
| """21 token families, 28 surface forms (train F1 of the uncapped optimum: 0.878). |
| Fires at 2,481 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the word "ideal" in various contexts""" |
| |
| fire = { |
| |
| ' ideal', ' Ideal', |
| |
| ' optimal', ' optim', ' Optim', 'optim', |
| |
| ' ideals', ' ideally', ' Ideally', |
| |
| ' advocated', |
| |
| ' perfection', |
| |
| 'imal', |
| |
| 'essential', |
| |
| ' fetish', |
| |
| ' embodiment', ' embodiments', |
| |
| ' impractical', |
| |
| ' Grail', |
| |
| ' sacrificing', |
| |
| 'Position', |
| |
| ' egalitarian', |
| |
| ' aph', |
| |
| ' optimum', |
| |
| ' utopian', |
| |
| ' aspiration', |
| |
| ' avatar', |
| |
| 'illusion', |
| |
| 'absor', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ide-family', 1 |
|
|
| def prog_L01F08044(input_tokens): |
| """20 token families, 20 surface forms (train F1 of the uncapped optimum: 0.922). |
| Fires at 2,549 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to individuals or entities with a long tenure or history""" |
| |
| fire = { |
| |
| ' longtime', |
| |
| ' longstanding', |
| |
| ' lingering', |
| |
| ' sizable', |
| |
| ' narcotics', |
| |
| 'spoken', |
| |
| 'leased', |
| |
| ' Herb', |
| |
| ' tentative', |
| |
| ' swath', |
| |
| ' perennial', |
| |
| ' sorely', |
| |
| 'ritten', |
| |
| ' chronically', |
| |
| 'itant', |
| |
| 'chron', |
| |
| 'tp', |
| |
| 'icago', |
| |
| 'eanor', |
| |
| '801', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'longtime-family', 1 |
|
|
| def prog_L01F08045(input_tokens): |
| """11 token families, 13 surface forms (train F1 of the uncapped optimum: 0.834). |
| Fires at 1,881 of 36,786,566 positions.""" |
| |
| """prev SAE description: phrases related to daily life experiences""" |
| |
| fire = { |
| |
| ' everyday', ' Everyday', |
| |
| ' wearable', |
| |
| 'every', |
| |
| ' commonplace', |
| |
| ' mundane', |
| |
| 'Ord', |
| |
| 'mund', ' mund', |
| |
| ' thru', |
| |
| 'stuff', |
| |
| ' situational', |
| |
| 'earable', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'everyday-family', 1 |
|
|
| def prog_L01F08046(input_tokens): |
| """9 token families, 16 surface forms (train F1 of the uncapped optimum: 0.971). |
| Fires at 3,006 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "setting" across various contexts""" |
| |
| fire = { |
| |
| ' setting', ' settings', 'setting', ' sett', ' Setting', 'Setting', 'settings', |
| |
| ' mindset', |
| |
| ' sighting', |
| |
| 'etting', |
| |
| ' SET', 'SET', |
| |
| ' Holding', |
| |
| 'TING', |
| |
| ' locale', |
| |
| 'bringing', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'sett-family', 1 |
|
|
| def prog_L01F08047(input_tokens): |
| """9 token families, 10 surface forms (train F1 of the uncapped optimum: 0.927). |
| Fires at 2,040 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "unable." """ |
| |
| fire = { |
| |
| ' unable', ' Unable', |
| |
| ' nearing', |
| |
| ' unsure', |
| |
| ' incapable', |
| |
| ' unwilling', |
| |
| ' incompetent', |
| |
| ' powerless', |
| |
| ' reliant', |
| |
| ' glued', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'unable-family', 1 |
|
|
| def prog_L01F08048(input_tokens): |
| """26 token families, 26 surface forms (train F1 of the uncapped optimum: 0.839). |
| Fires at 1,437 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to gender identity, particularly related to cisgender concepts and preconceived notions""" |
| |
| fire = { |
| |
| ' Cait', |
| |
| ' Whitney', |
| |
| ' cis', |
| |
| ' decon', |
| |
| ' sewage', |
| |
| 'fill', |
| |
| ' masculine', |
| |
| ' tropes', |
| |
| ' dou', |
| |
| 'binary', |
| |
| ' precon', |
| |
| 'umblr', |
| |
| ' acne', |
| |
| ' eval', |
| |
| ' cath', |
| |
| ' patriarchy', |
| |
| 'ocrine', |
| |
| ' Babel', |
| |
| ' patriarchal', |
| |
| ' sty', |
| |
| ' cout', |
| |
| 'jac', |
| |
| ' bene', |
| |
| ' AES', |
| |
| 'abase', |
| |
| 'Ct', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'cait-family', 1 |
|
|
| def prog_L01F08049(input_tokens): |
| """14 token families, 18 surface forms (train F1 of the uncapped optimum: 0.752). |
| Fires at 2,814 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of specific driving-related locations or streets""" |
| |
| fire = { |
| |
| ' drive', ' Drive', 'drive', 'Drive', |
| |
| ' driveway', |
| |
| ' Parkway', |
| |
| ' Driver', 'Driver', |
| |
| ' Danielle', |
| |
| ' Deck', |
| |
| 'Forge', |
| |
| 'deen', |
| |
| ' Drift', |
| |
| ' Draco', |
| |
| ' HDD', |
| |
| 'dri', |
| |
| '--------------', |
| |
| 'Runner', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'drive-family', 1 |
|
|
| def prog_L01F08050(input_tokens): |
| """13 token families, 17 surface forms (train F1 of the uncapped optimum: 0.911). |
| Fires at 1,473 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to dynamic contexts or environments""" |
| |
| fire = { |
| |
| ' dynamic', ' Dynamic', ' Dynam', 'Dynamic', |
| |
| ' collaborative', |
| |
| ' adaptive', |
| |
| 'ynamic', 'ynam', |
| |
| ' dynamically', |
| |
| ' dich', |
| |
| ' diabetic', |
| |
| ' Dyn', |
| |
| ' delta', |
| |
| ' Almighty', |
| |
| ' radiant', |
| |
| ' statically', |
| |
| 'getic', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'dynam-family', 1 |
|
|
| def prog_L01F08051(input_tokens): |
| """12 token families, 12 surface forms (train F1 of the uncapped optimum: 0.909). |
| Fires at 1,331 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the term "annually." """ |
| |
| fire = { |
| |
| ' annually', |
| |
| ' continuously', |
| |
| ' yearly', |
| |
| ' periodically', |
| |
| ' apiece', |
| |
| ' respectfully', |
| |
| ' anew', |
| |
| ' concurrently', |
| |
| ' electronically', |
| |
| ' thee', |
| |
| ' yr', |
| |
| ' Males', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'annual-family', 1 |
|
|
| def prog_L01F08052(input_tokens): |
| """45 token families, 50 surface forms (train F1 of the uncapped optimum: 0.891). |
| Fires at 4,769 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the name "Lawrence." """ |
| |
| fire = { |
| |
| 'Law', ' Laws', |
| |
| ' Lawrence', |
| |
| 'priced', ' Prices', |
| |
| ' Waterloo', |
| |
| 'rence', |
| |
| ' Ernest', |
| |
| ' lockdown', |
| |
| ' Pratt', |
| |
| 'ellen', |
| |
| ' Lexington', |
| |
| ' Lawson', |
| |
| ' Laurent', |
| |
| ' patrolling', |
| |
| ' Yellowstone', |
| |
| 'ukes', |
| |
| 'olver', |
| |
| ' climax', |
| |
| ' faults', |
| |
| ' 187', '187', |
| |
| '850', |
| |
| ' destroyer', |
| |
| 'ryn', |
| |
| ' Revenge', |
| |
| ' MIL', |
| |
| ' 186', '186', |
| |
| 'ODE', |
| |
| ' Violent', |
| |
| ' desolate', |
| |
| ' 1886', |
| |
| 'minent', |
| |
| ' reviewer', |
| |
| 'collection', |
| |
| '********', |
| |
| ' Mechanics', |
| |
| 'loe', |
| |
| 'ISTORY', |
| |
| '****************', |
| |
| ' 390', |
| |
| '389', ' 389', |
| |
| 'unctions', |
| |
| '_______', |
| |
| ' 388', |
| |
| '233', |
| |
| '587', |
| |
| '562', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'law-family', 1 |
|
|
| def prog_L01F08053(input_tokens): |
| """31 token families, 32 surface forms (train F1 of the uncapped optimum: 0.905). |
| Fires at 2,762 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to cardinals, particularly in religious or theological contexts""" |
| |
| fire = { |
| |
| ' Cardinal', ' cardinal', |
| |
| 'Card', |
| |
| ' Cathedral', |
| |
| ' Archbishop', |
| |
| ' Borg', |
| |
| 'iral', |
| |
| ' Sister', |
| |
| ' Comet', |
| |
| ' venerable', |
| |
| ' Rav', |
| |
| ' Dire', |
| |
| ' Boh', |
| |
| 'Catholic', |
| |
| ' Sacred', |
| |
| ' Brah', |
| |
| 'uni', |
| |
| ' irreversible', |
| |
| ' Aven', |
| |
| ' Sard', |
| |
| ' crystall', |
| |
| ' reversible', |
| |
| ' Patriarch', |
| |
| ' XVI', |
| |
| 'ocide', |
| |
| ' Vaj', |
| |
| ' Blessed', |
| |
| ' vascular', |
| |
| 'Package', |
| |
| 'hedral', |
| |
| ' Radiant', |
| |
| 'morph', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'cardin-family', 1 |
|
|
| def prog_L01F08057(input_tokens): |
| """8 token families, 13 surface forms (train F1 of the uncapped optimum: 0.898). |
| Fires at 6,606 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to science""" |
| |
| fire = { |
| |
| ' science', ' Science', 'Science', 'science', 'sci', |
| |
| ' sciences', |
| |
| ' astronomy', |
| |
| ' neuroscience', |
| |
| ' STEM', 'STEM', |
| |
| 'IENCE', |
| |
| 'sat', |
| |
| ' scient', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'sci-family', 1 |
|
|
| def prog_L01F08058(input_tokens): |
| """9 token families, 11 surface forms (train F1 of the uncapped optimum: 0.770). |
| Fires at 1,412 of 36,786,566 positions.""" |
| |
| """prev SAE description: variations of the word "dude." """ |
| |
| fire = { |
| |
| 'ude', 'udes', |
| |
| 'usion', 'usions', |
| |
| ' Naked', |
| |
| 'uding', |
| |
| ' naïve', |
| |
| ' Dude', |
| |
| 'erd', |
| |
| 'opher', |
| |
| 'OPE', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ude-family', 1 |
|
|
| def prog_L01F08059(input_tokens): |
| """6 token families, 8 surface forms (train F1 of the uncapped optimum: 0.811). |
| Fires at 6,087 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to mobile technology and devices""" |
| |
| fire = { |
| |
| ' mobile', ' Mobile', 'mobile', |
| |
| ' handheld', |
| |
| ' roaming', |
| |
| 'obile', |
| |
| ' BI', |
| |
| ' stationary', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'mobile-family', 1 |
|
|
| def prog_L01F08061(input_tokens): |
| """1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.785). |
| Fires at 9,572 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the United States""" |
| |
| fire = { |
| |
| ' US', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'us-family', 1 |
|
|
| def prog_L01F08062(input_tokens): |
| """26 token families, 29 surface forms (train F1 of the uncapped optimum: 0.839). |
| Fires at 2,345 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the word "perception." """ |
| |
| fire = { |
| |
| ' perception', ' Perception', |
| |
| ' perceive', ' perce', |
| |
| ' perceptions', |
| |
| ' pronunciation', |
| |
| ' polarized', ' polarization', |
| |
| ' morale', |
| |
| ' misconceptions', |
| |
| ' enjoyment', |
| |
| 'ceptions', |
| |
| ' cognition', |
| |
| 'Incre', |
| |
| ' judgments', |
| |
| 'ereo', |
| |
| ' comprehension', |
| |
| ' estimation', |
| |
| ' misconception', |
| |
| ' apprehension', |
| |
| 'itta', |
| |
| ' deterioration', |
| |
| ' vibrations', |
| |
| 'esthesia', |
| |
| 'verbs', |
| |
| ' perceptual', |
| |
| ' Acquisition', |
| |
| '487', |
| |
| 'gements', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'percep-family', 1 |
|
|
| def prog_L01F08063(input_tokens): |
| """2 token families, 2 surface forms (train F1 of the uncapped optimum: 0.956). |
| Fires at 20,311 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the number "2" """ |
| |
| fire = { |
| |
| ' 2', |
| |
| ' 02', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '2-family', 1 |
|
|
| def prog_L01F08065(input_tokens): |
| """25 token families, 28 surface forms (train F1 of the uncapped optimum: 0.859). |
| Fires at 4,406 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to cycling""" |
| |
| fire = { |
| |
| ' cycling', ' Cycling', ' Cycl', |
| |
| ' cyclists', ' cyclist', |
| |
| ' climbing', |
| |
| 'Cy', |
| |
| 'cling', |
| |
| ' doping', |
| |
| ' athletics', |
| |
| 'cles', |
| |
| ' biking', |
| |
| ' Burning', |
| |
| 'choice', |
| |
| ' Cycle', |
| |
| ' Bicycle', |
| |
| ' BMC', |
| |
| ' vaping', |
| |
| ' Hes', |
| |
| 'athlon', |
| |
| ' bicy', |
| |
| 'cled', |
| |
| ' Ges', |
| |
| '/?', |
| |
| ' Sagan', |
| |
| ' Classics', |
| |
| ' aerobic', |
| |
| 'chrome', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'cycl-family', 1 |
|
|
| def prog_L01F08066(input_tokens): |
| """48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.782). |
| Fires at 5,484 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to football players, specifically linemen, in the context of their roles in the game""" |
| |
| fire = { |
| |
| ' tackle', |
| |
| ' quarterbacks', |
| |
| ' lineman', |
| |
| 'nen', |
| |
| ' Tough', ' toughness', |
| |
| ' Cutler', |
| |
| ' trenches', ' trench', |
| |
| ' sewer', |
| |
| ' ants', |
| |
| 'OUGH', |
| |
| ' OL', |
| |
| ' Burgess', |
| |
| ' slang', |
| |
| 'erent', |
| |
| 'uers', |
| |
| ' wrestlers', |
| |
| ' blocker', ' blockers', |
| |
| 'irth', |
| |
| ' rusher', |
| |
| ' Anime', |
| |
| ' linemen', |
| |
| ' scrimmage', |
| |
| ' geological', |
| |
| ' Forrest', |
| |
| ' Asus', |
| |
| ' Erica', |
| |
| ' electrodes', |
| |
| 'idan', |
| |
| ' Tens', |
| |
| ' landowners', |
| |
| ' tendon', |
| |
| ' RG', |
| |
| ' Naruto', |
| |
| 'ricting', |
| |
| ' fisherman', |
| |
| 'okingly', |
| |
| ' TDs', |
| |
| ' Colossus', |
| |
| ' Reyn', |
| |
| 'annis', |
| |
| ' Santana', |
| |
| 'ysis', |
| |
| ' LOL', |
| |
| ' surn', |
| |
| ' backfield', |
| |
| ' Robb', |
| |
| '......', |
| |
| ' yells', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'tackle-family', 1 |
|
|
| def prog_L01F08067(input_tokens): |
| """24 token families, 24 surface forms (train F1 of the uncapped optimum: 0.940). |
| Fires at 2,051 of 36,786,566 positions.""" |
| |
| """prev SAE description: topics related to undocumented immigrants""" |
| |
| fire = { |
| |
| ' undocumented', |
| |
| 'ACA', |
| |
| ' unborn', |
| |
| ' DACA', |
| |
| 'erred', |
| |
| ' pharmac', |
| |
| 'armac', |
| |
| 'illegal', |
| |
| ' Alicia', |
| |
| ' dodged', |
| |
| ' deferred', |
| |
| ' veiled', |
| |
| 'igrated', |
| |
| ' unaccompanied', |
| |
| ' adjunct', |
| |
| ' unresolved', |
| |
| 'REAM', |
| |
| ' cler', |
| |
| 'API', |
| |
| ' FreeBSD', |
| |
| 'documented', |
| |
| 'married', |
| |
| 'ocumented', |
| |
| 'method', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'undocument-family', 1 |
|
|
| def prog_L01F08069(input_tokens): |
| """44 token families, 52 surface forms (train F1 of the uncapped optimum: 0.907). |
| Fires at 6,124 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to tacos and related food items""" |
| |
| fire = { |
| |
| ' Taco', ' taco', ' tacos', |
| |
| ' Fit', 'Fit', |
| |
| ' Comedy', |
| |
| 'fy', |
| |
| ' infographic', |
| |
| 'WT', ' WT', |
| |
| ' 114', |
| |
| ' nat', 'nat', |
| |
| ' Tek', 'tek', |
| |
| ' evac', |
| |
| ' Tec', 'tec', |
| |
| ' NOAA', |
| |
| 'Fab', 'fab', |
| |
| ' Battalion', |
| |
| ' Nich', |
| |
| ' Fiat', |
| |
| ' Freddy', |
| |
| ' innate', |
| |
| ' Tactical', |
| |
| ' Katrina', |
| |
| ' Glock', |
| |
| ' Colt', |
| |
| ' Tow', |
| |
| 'mie', |
| |
| ' tamp', |
| |
| ' Funny', |
| |
| ' Niño', |
| |
| 'igi', |
| |
| ' Tac', |
| |
| ' swell', |
| |
| ' Typhoon', |
| |
| ' Dante', |
| |
| ' typh', |
| |
| ' Blizz', |
| |
| ' ATF', |
| |
| ' Hai', |
| |
| 'tymology', |
| |
| ' Ft', |
| |
| ' Chic', |
| |
| 'mone', |
| |
| ' GHC', |
| |
| ' tint', |
| |
| ' laund', |
| |
| ' Tee', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'taco-family', 1 |
|
|
| def prog_L01F08070(input_tokens): |
| """45 token families, 49 surface forms (train F1 of the uncapped optimum: 0.858). |
| Fires at 2,202 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to measurements of weight in ounces""" |
| |
| fire = { |
| |
| ' packaged', |
| |
| ' ounce', |
| |
| ' oz', |
| |
| ' pint', |
| |
| 'serving', ' servings', |
| |
| ' ounces', |
| |
| ' Lug', ' lug', |
| |
| ' sip', |
| |
| 'uggets', |
| |
| 'icum', |
| |
| ' partake', |
| |
| ' infused', |
| |
| 'strength', 'Strength', |
| |
| ' Stout', |
| |
| ' tbsp', |
| |
| ' watt', |
| |
| ' 239', |
| |
| ' occup', |
| |
| 'ught', |
| |
| '015', |
| |
| ' IU', |
| |
| '649', |
| |
| ' tablespoons', |
| |
| '775', |
| |
| ' twent', |
| |
| ' 241', |
| |
| 'mL', ' mL', |
| |
| '587', |
| |
| '589', |
| |
| 'Ton', |
| |
| '661', |
| |
| '662', |
| |
| '642', |
| |
| ' avg', |
| |
| '477', |
| |
| '657', |
| |
| '588', |
| |
| '615', |
| |
| '647', |
| |
| '646', |
| |
| '776', |
| |
| '645', |
| |
| '643', |
| |
| 'poons', |
| |
| '武', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'packag-family', 1 |
|
|
| def prog_L01F08071(input_tokens): |
| """45 token families, 51 surface forms (train F1 of the uncapped optimum: 0.898). |
| Fires at 3,447 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the brand "Mercedes-Benz" or related terms""" |
| |
| fire = { |
| |
| 'Benz', ' Benz', ' benz', |
| |
| ')-', |
| |
| ' Spa', ' spa', |
| |
| ' Kens', |
| |
| ' bios', ' BIOS', |
| |
| 'arb', |
| |
| ' ASUS', |
| |
| ' Disk', 'Disk', |
| |
| 'Auto', |
| |
| ' Chemistry', |
| |
| 'ominium', |
| |
| ' Chem', |
| |
| ' 747', |
| |
| ' Devices', |
| |
| 'enz', ' enz', |
| |
| 'antz', |
| |
| 'obyl', |
| |
| 'tek', |
| |
| ' Oaks', |
| |
| ' Hitchcock', |
| |
| ' asphalt', |
| |
| ' psycho', |
| |
| ' Scotch', |
| |
| ' lamps', |
| |
| 'brainer', |
| |
| ' stereo', |
| |
| 'asonic', |
| |
| ' Bosh', |
| |
| ' Zan', |
| |
| 'tower', |
| |
| ' Manz', |
| |
| 'zl', |
| |
| 'zik', |
| |
| 'YL', |
| |
| 'addin', |
| |
| ' Shrine', |
| |
| 'odka', |
| |
| '-(', |
| |
| ' Cabin', |
| |
| 'Suggest', |
| |
| 'assis', |
| |
| ' 540', |
| |
| ' detox', |
| |
| ' outpatient', |
| |
| ' ppm', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'benz-family', 1 |
|
|
| def prog_L01F08072(input_tokens): |
| """19 token families, 22 surface forms (train F1 of the uncapped optimum: 0.740). |
| Fires at 2,344 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the concept of "Prison." """ |
| |
| fire = { |
| |
| ' Prison', 'prison', |
| |
| 'ution', 'utions', 'UTION', |
| |
| ' Reef', |
| |
| 'Guard', |
| |
| 'Psych', |
| |
| ' Prague', |
| |
| 'Sold', |
| |
| ' Prices', |
| |
| ' Poison', |
| |
| ' Missile', |
| |
| '————', |
| |
| 'Quant', |
| |
| ' Pyramid', |
| |
| ' Prism', |
| |
| 'isons', |
| |
| ' Asylum', |
| |
| 'Method', |
| |
| ' Null', |
| |
| ' cloaked', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'prison-family', 1 |
|
|
| def prog_L01F08074(input_tokens): |
| """34 token families, 35 surface forms (train F1 of the uncapped optimum: 0.954). |
| Fires at 1,764 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to methane and its related concepts""" |
| |
| fire = { |
| |
| ' shale', |
| |
| ' methane', |
| |
| ' airstrike', |
| |
| ' ethanol', |
| |
| ' odor', |
| |
| ' methamphetamine', |
| |
| ' moisture', |
| |
| ' fentanyl', |
| |
| ' Meth', |
| |
| ' Morty', |
| |
| ' microbial', |
| |
| ' biomass', |
| |
| ' habitable', |
| |
| 'ameless', |
| |
| ' plutonium', |
| |
| ' manure', |
| |
| ' ammonia', |
| |
| ' amplify', |
| |
| ' Hamb', |
| |
| ' vim', |
| |
| 'rm', ' rm', |
| |
| 'ropy', |
| |
| ' glutamate', |
| |
| 'entanyl', |
| |
| 'EMP', |
| |
| ' 429', |
| |
| ' mysql', |
| |
| ' leptin', |
| |
| ' 426', |
| |
| ' ${', |
| |
| ' MPG', |
| |
| 'lehem', |
| |
| '044', |
| |
| 'bial', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'shale-family', 1 |
|
|
| def prog_L01F08075(input_tokens): |
| """46 token families, 46 surface forms (train F1 of the uncapped optimum: 0.928). |
| Fires at 3,230 of 36,786,566 positions.""" |
| |
| """prev SAE description: the name "Lloyd" in various contexts throughout the document""" |
| |
| fire = { |
| |
| ' Lloyd', |
| |
| ' Allan', |
| |
| ' Randall', |
| |
| 'RY', |
| |
| ' Ricardo', |
| |
| ' Lionel', |
| |
| ' Alf', |
| |
| ' Ridley', |
| |
| ' Albion', |
| |
| 'linked', |
| |
| ' Theo', |
| |
| ' Romeo', |
| |
| ' Clive', |
| |
| 'oyd', |
| |
| ' Ll', |
| |
| ' Ludwig', |
| |
| ' Luigi', |
| |
| ' Dirk', |
| |
| ' Becky', |
| |
| ' emph', |
| |
| 'elligent', |
| |
| ' hubs', |
| |
| ' Gerrard', |
| |
| ' Sheila', |
| |
| 'allion', |
| |
| ' Boots', |
| |
| ' 7000', |
| |
| ' Ally', |
| |
| ' Zheng', |
| |
| ' Elixir', |
| |
| ' Bless', |
| |
| ' nodded', |
| |
| 'locking', |
| |
| 'loe', |
| |
| 'uild', |
| |
| 'sei', |
| |
| 'LB', |
| |
| 'lations', |
| |
| ' RJ', |
| |
| ' orbs', |
| |
| 'cellaneous', |
| |
| 'rely', |
| |
| 'Wallet', |
| |
| ' Lucius', |
| |
| ' Dwell', |
| |
| ' lvl', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'lloyd-family', 1 |
|
|
| def prog_L01F08076(input_tokens): |
| """35 token families, 39 surface forms (train F1 of the uncapped optimum: 0.756). |
| Fires at 3,112 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to knots and tying""" |
| |
| fire = { |
| |
| ' knot', ' knots', ' Knot', |
| |
| ' locks', 'locks', 'LOCK', |
| |
| ' rang', |
| |
| 'clad', |
| |
| ' tying', |
| |
| ' tot', |
| |
| 'Fif', |
| |
| ' ringing', |
| |
| ' tangled', |
| |
| ' Kear', |
| |
| ' Voter', |
| |
| ' Cot', |
| |
| ' clot', |
| |
| 'othes', |
| |
| ' vows', |
| |
| 'autical', |
| |
| ' Pow', |
| |
| ' Candidate', |
| |
| 'unta', |
| |
| ' nont', |
| |
| ' unresolved', |
| |
| ' prick', |
| |
| 'catch', |
| |
| ' trop', |
| |
| 'ottage', |
| |
| 'THER', |
| |
| ' KING', |
| |
| 'virt', |
| |
| ' knit', |
| |
| '456', |
| |
| ' Clarks', |
| |
| ' kins', |
| |
| '475', |
| |
| 'otide', |
| |
| '.........', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'knot-family', 1 |
|
|
| def prog_L01F08077(input_tokens): |
| """49 token families, 54 surface forms (train F1 of the uncapped optimum: 0.873). |
| Fires at 11,892 of 36,786,566 positions.""" |
| |
| """prev SAE description: expressions of strong emotional responses, particularly negative sentiments like being appalled or horrified""" |
| |
| fire = { |
| |
| ' frustrated', |
| |
| ' violated', |
| |
| ' reminded', |
| |
| ' delighted', |
| |
| ' annoyed', ' annoy', ' annoyance', |
| |
| ' outraged', |
| |
| ' amazed', ' amaz', |
| |
| ' embarrassed', |
| |
| ' terrified', |
| |
| ' disgust', ' disgusted', |
| |
| ' bored', |
| |
| ' fascinated', |
| |
| ' distracted', |
| |
| ' offended', |
| |
| ' furious', |
| |
| ' provoked', |
| |
| ' dismay', |
| |
| ' angered', |
| |
| ' profoundly', |
| |
| ' alarmed', |
| |
| ' amusement', ' amuse', |
| |
| ' intrigued', |
| |
| ' infuri', |
| |
| ' intoxicated', |
| |
| ' baffled', |
| |
| ' disturbed', |
| |
| ' horrified', |
| |
| ' fascination', |
| |
| ' frightened', |
| |
| ' saddened', |
| |
| ' lured', |
| |
| ' misled', |
| |
| ' puzzled', |
| |
| ' perplex', |
| |
| ' harmed', |
| |
| ' tempted', |
| |
| ' gripped', |
| |
| ' strengthened', |
| |
| ' rattled', |
| |
| ' traumat', |
| |
| ' enraged', |
| |
| ' pissed', |
| |
| ' abide', |
| |
| ' intimidate', |
| |
| ' fooled', |
| |
| ' insulted', |
| |
| ' intimidated', |
| |
| ' polarized', |
| |
| ' entertained', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'frustrat-family', 1 |
|
|
| def prog_L01F08078(input_tokens): |
| """9 token families, 12 surface forms (train F1 of the uncapped optimum: 0.957). |
| Fires at 7,061 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to music and its various aspects""" |
| |
| fire = { |
| |
| ' music', ' Music', 'Music', 'music', |
| |
| ' poetry', |
| |
| ' jewelry', |
| |
| ' laughter', |
| |
| ' tunes', |
| |
| 'cé', |
| |
| 'gae', |
| |
| ' melody', |
| |
| ' melodies', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'mus-family', 1 |
|
|
| def prog_L01F08079(input_tokens): |
| """13 token families, 16 surface forms (train F1 of the uncapped optimum: 0.936). |
| Fires at 2,032 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the token "ec" """ |
| |
| fire = { |
| |
| 'ec', 'Ec', |
| |
| ' Nec', 'nec', |
| |
| 'cil', |
| |
| 'eca', |
| |
| ' feces', ' fec', |
| |
| ' Tec', |
| |
| 'eco', |
| |
| 'fee', |
| |
| ' Vec', |
| |
| 'method', |
| |
| 'Chest', |
| |
| 'モ', |
| |
| 'bytes', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ec-family', 1 |
|
|
| def prog_L01F08080(input_tokens): |
| """11 token families, 16 surface forms (train F1 of the uncapped optimum: 0.864). |
| Fires at 2,885 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to ports and port-related activities""" |
| |
| fire = { |
| |
| ' port', ' ports', 'PORT', 'Port', ' ported', ' Ports', |
| |
| ' consulate', |
| |
| ' terminals', |
| |
| ' emulation', |
| |
| ' seam', |
| |
| ' lug', |
| |
| ' docks', |
| |
| 'ipher', |
| |
| 'ま', |
| |
| 'localhost', |
| |
| ' 443', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'port-family', 1 |
|
|
| def prog_L01F08081(input_tokens): |
| """25 token families, 27 surface forms (train F1 of the uncapped optimum: 0.901). |
| Fires at 2,394 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to casual attitudes or behaviors""" |
| |
| fire = { |
| |
| ' casual', ' Casual', |
| |
| 'Sm', |
| |
| ' relaxed', |
| |
| 'Cas', 'cas', |
| |
| ' casually', |
| |
| ' Strauss', |
| |
| ' celebr', |
| |
| ' cafes', |
| |
| 'drop', |
| |
| ' trivia', |
| |
| ' careless', |
| |
| ' cheerful', |
| |
| ' commuting', |
| |
| ' banter', |
| |
| ' spectator', |
| |
| 'international', |
| |
| ' acquaintances', |
| |
| ' seriousness', |
| |
| 'arious', |
| |
| 'requent', |
| |
| '190', |
| |
| ' captains', |
| |
| ' familial', |
| |
| ' Casting', |
| |
| ' intim', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'casu-family', 1 |
|
|
| def prog_L01F08082(input_tokens): |
| """14 token families, 18 surface forms (train F1 of the uncapped optimum: 0.942). |
| Fires at 3,623 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "window." """ |
| |
| fire = { |
| |
| ' window', ' windows', ' Window', 'window', 'Window', |
| |
| 'Box', |
| |
| ' storefront', |
| |
| ' truce', |
| |
| ' dashboard', |
| |
| 'licted', |
| |
| 'zzo', |
| |
| 'enburg', |
| |
| ' doorway', |
| |
| 'ussian', |
| |
| ' valve', |
| |
| ' pane', |
| |
| 'vice', |
| |
| 'apsed', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'window-family', 1 |
|
|
| def prog_L01F08083(input_tokens): |
| """36 token families, 38 surface forms (train F1 of the uncapped optimum: 0.789). |
| Fires at 3,688 of 36,786,566 positions.""" |
| |
| """prev SAE description: words and terms related to energy and its various forms or characteristics""" |
| |
| fire = { |
| |
| 'ener', 'eners', |
| |
| 'bul', 'Bul', |
| |
| 'overs', |
| |
| 'ression', |
| |
| 'emin', |
| |
| 'Cook', |
| |
| 'energy', |
| |
| 'erie', |
| |
| 'icer', |
| |
| 'iors', |
| |
| 'NER', |
| |
| 'orient', |
| |
| 'ι', |
| |
| 'inflammatory', |
| |
| 'atten', |
| |
| '290', |
| |
| 'irection', |
| |
| ' Loyal', |
| |
| 'ifiers', |
| |
| 'eeper', |
| |
| 'enery', |
| |
| 'TERN', |
| |
| 'ERAL', |
| |
| 'uner', |
| |
| ' Hier', |
| |
| '490', |
| |
| '102', |
| |
| 'piration', |
| |
| 'hao', |
| |
| ' Zhao', |
| |
| 'IENT', |
| |
| '————————', |
| |
| 'handler', |
| |
| '018', |
| |
| 'Listener', |
| |
| ' Horus', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ener-family', 1 |
|
|
| def prog_L01F08084(input_tokens): |
| """25 token families, 31 surface forms (train F1 of the uncapped optimum: 0.927). |
| Fires at 7,194 of 36,786,566 positions.""" |
| |
| """prev SAE description: expressions related to things deemed interesting""" |
| |
| fire = { |
| |
| ' interesting', ' Interestingly', 'Interestingly', 'interesting', ' Interesting', ' interestingly', |
| |
| ' fascinating', |
| |
| ' intriguing', |
| |
| ' surprises', |
| |
| ' varied', |
| |
| ' tasty', |
| |
| ' disgusting', |
| |
| ' amusing', |
| |
| ' noteworthy', |
| |
| ' worthwhile', |
| |
| ' neat', |
| |
| ' juicy', |
| |
| ' graphs', |
| |
| ' insightful', |
| |
| ' coolest', |
| |
| ' informative', |
| |
| 'Interest', |
| |
| 'adv', |
| |
| 'Hmm', ' Hmm', |
| |
| ' readable', |
| |
| ' illuminating', |
| |
| ' honorable', |
| |
| ' eas', |
| |
| ' agreeable', |
| |
| ' sig', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'interest-family', 1 |
|
|
| def prog_L01F08085(input_tokens): |
| """46 token families, 50 surface forms (train F1 of the uncapped optimum: 0.887). |
| Fires at 5,764 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "confrontation" and related terms""" |
| |
| fire = { |
| |
| ' confrontation', |
| |
| ' showdown', ' Showdown', |
| |
| ' disagreement', ' disagreements', |
| |
| ' altercation', |
| |
| ' catastrophe', |
| |
| ' brawl', |
| |
| ' contentious', |
| |
| ' frontier', |
| |
| ' insults', |
| |
| ' duel', ' Duel', |
| |
| ' rematch', |
| |
| ' messy', |
| |
| ' Waterloo', |
| |
| '!,', |
| |
| ' escalation', |
| |
| ' confronting', |
| |
| ' interrogation', |
| |
| 'angling', |
| |
| 'uder', 'uders', |
| |
| ' containment', |
| |
| ' bloodshed', |
| |
| ' adversaries', |
| |
| ' fray', |
| |
| ' intruder', |
| |
| ' frontline', |
| |
| ' skirm', |
| |
| 'ometime', |
| |
| ' climax', |
| |
| 'emate', |
| |
| ' adversary', |
| |
| ' reckoning', |
| |
| ' volley', |
| |
| ' Responsibility', |
| |
| ' haircut', |
| |
| 'ersen', |
| |
| 'oliath', |
| |
| ' collaborations', |
| |
| 'together', |
| |
| 'atron', |
| |
| 'albeit', |
| |
| ' divergence', |
| |
| 'ilities', |
| |
| ' payoff', |
| |
| 'ezvous', |
| |
| 'ordial', |
| |
| ' Armageddon', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'confronta-family', 1 |
|
|
| def prog_L01F08086(input_tokens): |
| """17 token families, 23 surface forms (train F1 of the uncapped optimum: 0.875). |
| Fires at 1,841 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the concept of "demonization." """ |
| |
| fire = { |
| |
| ' demon', ' demons', 'demon', ' demonic', ' Demons', ' Demonic', |
| |
| ' digit', |
| |
| ' axe', |
| |
| ' glam', |
| |
| ' caramel', |
| |
| ' exorc', |
| |
| ' psycho', |
| |
| ' resin', |
| |
| ' Dimension', 'dimension', |
| |
| ' empath', |
| |
| ' vil', |
| |
| ' ghetto', |
| |
| 'rael', |
| |
| ' unreal', |
| |
| ' Addiction', |
| |
| ' caric', |
| |
| 'フ', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'demon-family', 1 |
|
|
| def prog_L01F08087(input_tokens): |
| """29 token families, 29 surface forms (train F1 of the uncapped optimum: 0.894). |
| Fires at 2,740 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to food and drink containers""" |
| |
| fire = { |
| |
| ' magazines', |
| |
| ' containers', |
| |
| ' cans', |
| |
| ' Cinema', |
| |
| ' Cedar', |
| |
| ' canned', |
| |
| ' pens', |
| |
| ' Coke', |
| |
| ' tin', |
| |
| ' CDs', |
| |
| ' Ci', |
| |
| ' Applied', |
| |
| ' bins', |
| |
| ' Winners', |
| |
| 'opened', |
| |
| ' tray', |
| |
| ' cooker', |
| |
| ' kettle', |
| |
| 'agher', |
| |
| ' crates', |
| |
| ' ferment', |
| |
| ' cones', |
| |
| ' cabinets', |
| |
| ' Crate', |
| |
| ' Ideal', |
| |
| ' sty', |
| |
| ' recept', |
| |
| 'enser', |
| |
| ' bec', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'magazin-family', 1 |
|
|
| def prog_L01F08088(input_tokens): |
| """22 token families, 24 surface forms (train F1 of the uncapped optimum: 0.900). |
| Fires at 3,153 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "cooperation" and its variants""" |
| |
| fire = { |
| |
| ' collaboration', |
| |
| ' cooperation', ' Cooperation', |
| |
| ' cooperative', ' cooperating', |
| |
| ' cooperate', |
| |
| ' coordination', |
| |
| 'operation', |
| |
| ' dependence', |
| |
| ' competitiveness', |
| |
| 'crime', |
| |
| ' collaborations', |
| |
| ' teamwork', |
| |
| ' Dialogue', |
| |
| ' obedience', |
| |
| 'cence', |
| |
| 'breeding', |
| |
| 'itiveness', |
| |
| 'い', |
| |
| ' deterrence', |
| |
| 'Luck', |
| |
| 'ignty', |
| |
| ' specialization', |
| |
| 'edience', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'collabora-family', 1 |
|
|
| def prog_L01F08090(input_tokens): |
| """18 token families, 19 surface forms (train F1 of the uncapped optimum: 0.863). |
| Fires at 1,724 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to syndication and syndicates""" |
| |
| fire = { |
| |
| 'NBC', |
| |
| ' synd', ' Synd', |
| |
| ' Trad', |
| |
| ' Vert', |
| |
| ' Tend', |
| |
| ' swath', |
| |
| ' Zed', |
| |
| ' Syndicate', |
| |
| ' anarch', |
| |
| ' Tues', |
| |
| ' trusts', |
| |
| 'alg', |
| |
| ' Craw', |
| |
| ' Beet', |
| |
| ' distribut', |
| |
| 'ZX', |
| |
| ' insurg', |
| |
| 'psons', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'nbc-family', 1 |
|
|
| def prog_L01F08091(input_tokens): |
| """9 token families, 15 surface forms (train F1 of the uncapped optimum: 0.865). |
| Fires at 4,249 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to 'ment' suffixes, indicating various forms of states or processes""" |
| |
| fire = { |
| |
| 'ment', 'ments', 'MENT', 'mented', 'mental', 'MENTS', |
| |
| 'ution', |
| |
| 'tion', ' tion', |
| |
| 'ishment', |
| |
| 'EMENT', |
| |
| 'onement', |
| |
| 'TERN', |
| |
| 'mentation', |
| |
| 'mentioned', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ment-family', 1 |
|
|
| def prog_L01F08092(input_tokens): |
| """23 token families, 29 surface forms (train F1 of the uncapped optimum: 0.821). |
| Fires at 2,441 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "import" and related terms in coding or programming contexts""" |
| |
| fire = { |
| |
| ' import', ' importing', ' Import', 'import', 'Import', |
| |
| ' embarrassment', |
| |
| ' compile', |
| |
| ' illust', |
| |
| 'dj', ' dj', |
| |
| 'stall', |
| |
| ' compat', |
| |
| 'portation', |
| |
| ' Export', |
| |
| ' IMP', |
| |
| ' appropri', |
| |
| ' Trin', |
| |
| 'rehens', |
| |
| 'env', |
| |
| 'include', |
| |
| 'consider', |
| |
| '!/', |
| |
| 'package', |
| |
| 'ال', |
| |
| 'require', |
| |
| 'ierrez', |
| |
| ' INST', 'instance', |
| |
| ' :=', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'import-family', 1 |
|
|
| def prog_L01F08093(input_tokens): |
| """4 token families, 6 surface forms (train F1 of the uncapped optimum: 0.972). |
| Fires at 2,228 of 36,786,566 positions.""" |
| |
| """prev SAE description: dates mentioned in the text""" |
| |
| fire = { |
| |
| ' Feb', 'Feb', |
| |
| ' Apr', 'Apr', |
| |
| 'etter', |
| |
| ' pt', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'feb-family', 1 |
|
|
| def prog_L01F08094(input_tokens): |
| """50 token families, 60 surface forms (train F1 of the uncapped optimum: 0.935). |
| Fires at 19,666 of 36,786,566 positions.""" |
| |
| """prev SAE description: action verbs related to physical movements or activities""" |
| |
| fire = { |
| |
| ' jump', 'jump', |
| |
| ' burn', |
| |
| ' shake', 'shake', |
| |
| ' halt', |
| |
| ' dive', ' Dive', |
| |
| ' climb', ' climbs', |
| |
| ' punch', |
| |
| ' hop', |
| |
| ' slide', |
| |
| ' hike', |
| |
| ' divide', |
| |
| ' wrap', |
| |
| ' freeze', |
| |
| ' slice', |
| |
| ' skip', |
| |
| ' melt', ' Melt', ' melts', |
| |
| ' pile', |
| |
| ' scan', |
| |
| ' dip', ' dips', |
| |
| ' pause', |
| |
| ' blaze', |
| |
| ' wash', |
| |
| ' spike', |
| |
| ' drain', ' Drain', |
| |
| ' decrease', |
| |
| ' slash', |
| |
| ' pour', ' Pour', |
| |
| ' toss', |
| |
| ' smash', |
| |
| 'load', |
| |
| ' kiss', |
| |
| ' breathe', |
| |
| ' glow', |
| |
| ' duck', |
| |
| ' compile', |
| |
| ' descent', |
| |
| ' commute', |
| |
| ' grind', |
| |
| ' squeeze', |
| |
| ' wipe', |
| |
| 'uddle', |
| |
| ' plunge', |
| |
| ' bounce', ' Bounce', |
| |
| ' slap', |
| |
| ' slam', |
| |
| ' beam', |
| |
| ' curse', |
| |
| ' slump', |
| |
| ' merge', |
| |
| ' scream', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'jump-family', 1 |
|
|
| def prog_L01F08095(input_tokens): |
| """30 token families, 33 surface forms (train F1 of the uncapped optimum: 0.854). |
| Fires at 2,997 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms and expressions related to patriotism and national pride""" |
| |
| fire = { |
| |
| 'America', ' AMERICA', |
| |
| ' nationalist', |
| |
| ' patriotic', ' patriot', |
| |
| ' motto', |
| |
| ' nationalism', |
| |
| ' thankful', |
| |
| ' Patri', ' patri', |
| |
| ' nostalgic', |
| |
| ' salute', |
| |
| ' inspirational', |
| |
| ' sentiments', |
| |
| ' patriotism', |
| |
| ' celebr', |
| |
| ' treason', |
| |
| 'liament', |
| |
| ' cheerful', |
| |
| 'kie', |
| |
| ' cherish', |
| |
| ' traitor', |
| |
| ' Poles', |
| |
| ' Fathers', |
| |
| ' sentimental', |
| |
| ' AMER', |
| |
| ' Odin', |
| |
| ' pious', |
| |
| 'oday', |
| |
| ' piety', |
| |
| 'uania', |
| |
| ' PERSON', |
| |
| 'ilitary', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'america-family', 1 |
|
|
| def prog_L01F08097(input_tokens): |
| """49 token families, 54 surface forms (train F1 of the uncapped optimum: 0.814). |
| Fires at 12,580 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to specific types of RNA molecules""" |
| |
| fire = { |
| |
| ' vows', ' vow', |
| |
| 'YS', |
| |
| ' knot', ' Knot', |
| |
| 'elman', |
| |
| 'antam', |
| |
| 'ovsky', |
| |
| 'vid', 'VID', ' VID', |
| |
| 'avin', |
| |
| 'mun', |
| |
| ' verte', |
| |
| 'NOT', |
| |
| 'mn', 'MN', |
| |
| ' Novel', |
| |
| 'ocr', |
| |
| 'nikov', |
| |
| 'WN', |
| |
| 'itect', |
| |
| ' Armen', |
| |
| ' nutshell', |
| |
| 'athed', |
| |
| 'writers', |
| |
| 'fledged', |
| |
| 'Legendary', |
| |
| 'RM', |
| |
| ' Rabb', |
| |
| ' CPR', |
| |
| ' Morse', |
| |
| 'nova', |
| |
| 'jamin', |
| |
| 'DNA', |
| |
| 'anova', |
| |
| 'umann', |
| |
| 'orio', |
| |
| 'LU', |
| |
| 'PN', |
| |
| 'MIT', |
| |
| ' syll', |
| |
| ' 737', |
| |
| 'cox', |
| |
| 'nec', |
| |
| 'nov', |
| |
| 'bis', |
| |
| 'vor', |
| |
| 'aryn', |
| |
| 'idae', |
| |
| ' MV', |
| |
| 'ignant', |
| |
| 'phan', |
| |
| ' RSA', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'vow-family', 1 |
|
|
| def prog_L01F08099(input_tokens): |
| """8 token families, 16 surface forms (train F1 of the uncapped optimum: 0.946). |
| Fires at 10,058 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "created." """ |
| |
| fire = { |
| |
| ' created', ' creating', ' creates', ' Created', 'created', 'Created', 'Creating', ' Creating', |
| |
| ' generated', 'generated', |
| |
| ' creators', |
| |
| ' creations', |
| |
| ' erected', |
| |
| ' instituted', |
| |
| ' recre', |
| |
| 'efined', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'creat-family', 1 |
|
|
