| """GPT-2 SAE last-token programs, layer 2 -- features 21400 to 21499 (84 programs). |
| |
| One function per SAE feature. Grouped 100 to a file so the set stays browsable; |
| the programs themselves are unchanged. |
| """ |
|
|
| def prog_L02F21400(input_tokens): |
| """46 token families, 52 surface forms (train F1 of the uncapped optimum: 0.743). |
| Fires at 6,588 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to religious dioceses and bishops""" |
| |
| fire = { |
| |
| ' bishops', ' bishop', 'bishop', |
| |
| ' chancellor', |
| |
| 'ocese', |
| |
| ' priests', |
| |
| ' Scouts', |
| |
| ' pope', |
| |
| ' Archbishop', |
| |
| ' prince', |
| |
| ' dean', |
| |
| ' apost', ' Apost', |
| |
| 'ishops', 'ishop', |
| |
| 'CHQ', |
| |
| ' clergy', |
| |
| ' Clarence', |
| |
| ' Anglic', |
| |
| ' Aber', |
| |
| ' cathedral', |
| |
| ' Canterbury', |
| |
| 'thouse', |
| |
| ' choir', |
| |
| ' rabbi', |
| |
| 'dal', |
| |
| ' Episcopal', |
| |
| ' Shanahan', |
| |
| ' nuns', |
| |
| ' pastoral', |
| |
| 'amation', |
| |
| ' XVI', |
| |
| ' Pediatrics', |
| |
| ' Rite', ' rite', |
| |
| ' clerics', |
| |
| ' Eleanor', |
| |
| 'agna', |
| |
| ' Kou', |
| |
| ' LLP', |
| |
| 'HAEL', |
| |
| ' Patriarch', |
| |
| 'istries', |
| |
| ' Apostles', ' apostles', |
| |
| ' Aure', |
| |
| ' princes', |
| |
| 'urgy', |
| |
| ' communion', |
| |
| 'nai', |
| |
| 'astery', |
| |
| 'esan', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'bishop-family', 1 |
|
|
| def prog_L02F21401(input_tokens): |
| """21 token families, 161 surface forms (train F1 of the uncapped optimum: 0.263). |
| Fires at 3,273,769 of 36,786,566 positions. |
| Fires at 8.90% 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: relevant non-English words or phrases in a document""" |
| |
| fire = { |
| |
| ' it', ' It', 'It', 'it', 'IT', ' IT', 'ité', |
| |
| ' I', 'I', 'i', ' i', |
| |
| 's', 'S', ' S', ' s', 'és', 'ás', |
| |
| ' he', ' He', 'He', 'he', ' HE', 'HE', |
| |
| 't', "'t", 'T', ' T', ' t', 'ét', |
| |
| ' you', ' You', 'You', 'you', ' YOU', 'YOU', |
| |
| ' not', ' Not', 'Not', 'not', ' notes', ' noted', ' NOT', ' noting', ' notable', ' Notes', 'NOT', 'Notes', 'notes', 'Notable', |
| |
| ' we', 'We', ' We', 'we', ' WE', 'WE', |
| |
| ' one', ' One', 'One', 'one', ' ones', 'ones', ' ONE', 'ONE', 'onement', ' Ones', 'ONES', |
| |
| ' will', ' willing', ' Will', 'Will', 'will', ' WILL', ' willingly', ' willful', ' wills', |
| |
| ' who', ' Who', 'who', 'Who', ' WHO', 'WHO', |
| |
| ' year', ' years', 'year', ' Year', ' Years', 'years', ' yearly', 'Year', 'Years', ' YEAR', |
| |
| ' which', 'which', ' Which', 'Which', |
| |
| ' all', ' All', 'All', 'all', ' allies', 'alling', 'alled', ' ALL', 'ALL', 'alls', ' allied', ' Allied', ' Allies', 'allic', |
| |
| ' out', 'out', ' Out', 'outs', 'Out', ' outer', ' outs', 'outed', ' OUT', 'outing', ' outing', 'OUT', ' Outer', ' Outs', 'outer', ' outings', |
| |
| ' they', ' They', 'They', 'they', ' THEY', |
| |
| ' said', ' Said', 'said', 'Said', |
| |
| ' there', ' There', 'There', 'there', ' THERE', 'thereal', |
| |
| ' up', 'up', ' Up', 'Up', 'UP', ' UP', |
| |
| ' can', ' Can', 'Can', 'can', ' CAN', ' cans', ' Canal', ' canal', 'CAN', |
| |
| ' so', ' So', 'So', 'so', 'SO', ' SO', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'it-family', 1 |
|
|
| def prog_L02F21402(input_tokens): |
| """10 token families, 12 surface forms (train F1 of the uncapped optimum: 0.940). |
| Fires at 4,919 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the word "Attorney." """ |
| |
| fire = { |
| |
| ' Attorney', ' attorney', 'Attorney', |
| |
| ' Prosecutor', |
| |
| 'NEY', |
| |
| ' Auditor', |
| |
| 'orneys', |
| |
| ' Candy', |
| |
| ' Advoc', |
| |
| ' Defender', |
| |
| ' Advocate', |
| |
| ' solicitor', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'attorney-family', 1 |
|
|
| def prog_L02F21403(input_tokens): |
| """19 token families, 26 surface forms (train F1 of the uncapped optimum: 0.892). |
| Fires at 2,208 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to ducks""" |
| |
| fire = { |
| |
| ' Ducks', ' duck', ' Duck', ' ducks', |
| |
| ' Dunk', ' dunk', |
| |
| ' nephew', |
| |
| ' Hatch', |
| |
| ' dodged', ' dodging', |
| |
| ' dove', ' Dove', |
| |
| ' Dunn', |
| |
| ' Ruff', |
| |
| ' dodge', |
| |
| ' crawl', |
| |
| 'roo', |
| |
| ' dun', |
| |
| ' silhou', |
| |
| 'ã', |
| |
| ' Squid', |
| |
| ' Toad', |
| |
| 'peat', |
| |
| 'urtle', |
| |
| '\\"', ' \\"', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'duck-family', 1 |
|
|
| def prog_L02F21405(input_tokens): |
| """33 token families, 37 surface forms (train F1 of the uncapped optimum: 0.833). |
| Fires at 3,088 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to alternate names or aliases""" |
| |
| fire = { |
| |
| ' aka', 'aka', |
| |
| ' nicknamed', |
| |
| 'Known', |
| |
| ' alias', 'alias', 'Alias', |
| |
| ' moniker', |
| |
| ' guise', |
| |
| ' rendition', |
| |
| ' persona', |
| |
| 'Posts', |
| |
| ' circa', |
| |
| ' hen', |
| |
| ' Featuring', |
| |
| 'Untitled', |
| |
| ' OG', |
| |
| 'Adds', |
| |
| ' extraord', |
| |
| ' avatar', |
| |
| ' hue', |
| |
| 'aniel', |
| |
| ' ★', '★', |
| |
| ' natives', |
| |
| ' vans', |
| |
| 'zzy', |
| |
| ' aliases', |
| |
| ' whats', |
| |
| '/#', |
| |
| ' ie', |
| |
| '/"', |
| |
| ' Abilities', |
| |
| 'roxy', |
| |
| ' xx', |
| |
| ' (=', |
| |
| ' و', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'aka-family', 1 |
|
|
| def prog_L02F21406(input_tokens): |
| """24 token families, 26 surface forms (train F1 of the uncapped optimum: 0.768). |
| Fires at 3,584 of 36,786,566 positions.""" |
| |
| """prev SAE description: variations of the word "Tony" """ |
| |
| fire = { |
| |
| 'ony', 'ONY', |
| |
| 'NBC', |
| |
| 'onies', |
| |
| 'yers', |
| |
| 'onia', |
| |
| 'SON', |
| |
| ' Pony', |
| |
| ' phony', |
| |
| 'tale', |
| |
| 'ANY', |
| |
| ' Ronnie', |
| |
| 'ricks', |
| |
| 'unky', |
| |
| 'emy', |
| |
| 'itton', |
| |
| ' Brenda', |
| |
| '235', |
| |
| ' brittle', |
| |
| ' 234', |
| |
| 'ritic', |
| |
| 'fm', |
| |
| ' Mysteries', |
| |
| ' 419', '419', |
| |
| 'framework', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ony-family', 1 |
|
|
| def prog_L02F21407(input_tokens): |
| """45 token families, 46 surface forms (train F1 of the uncapped optimum: 0.887). |
| Fires at 5,200 of 36,786,566 positions.""" |
| |
| """prev SAE description: descriptors related to cuteness""" |
| |
| fire = { |
| |
| ' cute', |
| |
| ' lovely', |
| |
| ' annoying', |
| |
| ' adorable', |
| |
| ' smiling', |
| |
| ' Pretty', 'Pretty', |
| |
| ' sexy', |
| |
| ' charming', |
| |
| 'ummy', |
| |
| ' stylish', |
| |
| ' sleek', |
| |
| ' quirky', |
| |
| ' stickers', |
| |
| ' darling', |
| |
| ' coy', |
| |
| ' camouflage', |
| |
| ' catchy', |
| |
| ' playful', |
| |
| 'warming', |
| |
| ' tame', |
| |
| ' furry', |
| |
| ' pathetic', |
| |
| ' cheerful', |
| |
| ' quaint', |
| |
| ' villagers', |
| |
| ' fluffy', |
| |
| ' cheesy', |
| |
| ' nifty', |
| |
| ' goofy', |
| |
| ' soothing', |
| |
| 'ovable', |
| |
| 'vous', |
| |
| ' prett', |
| |
| ' bunny', |
| |
| ' flattering', |
| |
| ' kittens', |
| |
| ' timid', |
| |
| ' irritating', |
| |
| ' cunning', |
| |
| 'aughty', |
| |
| 'imsy', |
| |
| ' deform', |
| |
| 'CG', |
| |
| ' boobs', |
| |
| 'genic', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'cute-family', 1 |
|
|
| def prog_L02F21408(input_tokens): |
| """4 token families, 7 surface forms (train F1 of the uncapped optimum: 0.951). |
| Fires at 8,552 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of policies""" |
| |
| fire = { |
| |
| ' policy', ' Policy', 'policy', 'Policy', |
| |
| ' policies', |
| |
| ' policymakers', |
| |
| ' POL', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'policy-family', 1 |
|
|
| def prog_L02F21409(input_tokens): |
| """8 token families, 15 surface forms (train F1 of the uncapped optimum: 0.895). |
| Fires at 10,046 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "created" indicating the act of formulation or establishment""" |
| |
| fire = { |
| |
| ' created', ' creating', ' creates', ' Created', 'created', 'Created', 'Creating', ' Creating', |
| |
| ' creators', |
| |
| ' creations', |
| |
| 'generated', |
| |
| ' instituted', |
| |
| ' recre', |
| |
| 'lete', |
| |
| 'leted', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'creat-family', 1 |
|
|
| def prog_L02F21410(input_tokens): |
| """5 token families, 6 surface forms (train F1 of the uncapped optimum: 0.695). |
| Fires at 4,539 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to direction or movement towards a specific target or goal""" |
| |
| fire = { |
| |
| ' towards', ' Towards', |
| |
| 'wards', |
| |
| 'far', |
| |
| ' nearer', |
| |
| 'oward', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'toward-family', 1 |
|
|
| def prog_L02F21411(input_tokens): |
| """15 token families, 20 surface forms (train F1 of the uncapped optimum: 0.927). |
| Fires at 1,413 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to characters in a narrative""" |
| |
| fire = { |
| |
| ' char', 'CHAR', 'char', 'Char', ' CHAR', ' chars', |
| |
| 'ي', |
| |
| ' bash', |
| |
| 'color', |
| |
| ' carriage', |
| |
| 'aughlin', |
| |
| ' chau', |
| |
| ' param', |
| |
| ' Kul', |
| |
| 'ellig', |
| |
| 'colour', |
| |
| 'ashtra', |
| |
| 'uliffe', |
| |
| ']-', |
| |
| ' thence', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'char-family', 1 |
|
|
| def prog_L02F21413(input_tokens): |
| """46 token families, 49 surface forms (train F1 of the uncapped optimum: 0.837). |
| Fires at 4,399 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to monarchy and its structures""" |
| |
| fire = { |
| |
| ' diplomat', |
| |
| ' monarch', ' Monarch', |
| |
| 'ocrat', 'ocrats', |
| |
| 'onia', |
| |
| ' throne', |
| |
| ' southwestern', |
| |
| ' Sonia', |
| |
| ' regimes', |
| |
| ' Majesty', ' majesty', |
| |
| ' butterfly', |
| |
| ' kings', |
| |
| ' monarchy', |
| |
| ' migr', |
| |
| ' timeless', |
| |
| ' apex', |
| |
| 'ERT', |
| |
| ' dictators', |
| |
| ' stroll', |
| |
| 'archs', |
| |
| ' psychopath', |
| |
| ' butterflies', |
| |
| ' Cornwall', |
| |
| ' patriarch', |
| |
| 'onian', |
| |
| ' mesmer', |
| |
| ' roy', |
| |
| ' landowners', |
| |
| 'constitutional', |
| |
| ' republican', |
| |
| 'alog', |
| |
| 'icult', |
| |
| ' intellect', |
| |
| ' consequential', |
| |
| ' topical', |
| |
| ' paras', |
| |
| ' Sovereign', |
| |
| 'opath', |
| |
| 'ept', |
| |
| ' dominion', |
| |
| 'ailand', |
| |
| ' Xeon', |
| |
| 'Edited', |
| |
| ' quartz', |
| |
| ' Phill', |
| |
| 'araoh', |
| |
| ' Templar', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'diplomat-family', 1 |
|
|
| def prog_L02F21414(input_tokens): |
| """22 token families, 28 surface forms (train F1 of the uncapped optimum: 0.887). |
| Fires at 2,954 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of JavaScript""" |
| |
| fire = { |
| |
| ' JavaScript', ' javascript', 'javascript', |
| |
| 'JS', ' JS', ' js', |
| |
| 'Script', |
| |
| ' browsers', 'Browser', |
| |
| ' jQuery', |
| |
| 'Java', |
| |
| ' Ajax', |
| |
| ' JSON', |
| |
| ' NXT', |
| |
| 'efined', |
| |
| ' Ember', |
| |
| ' prope', |
| |
| ' Unicode', |
| |
| ' Natasha', |
| |
| 'Brave', |
| |
| ' dynamically', |
| |
| ' Shiny', |
| |
| 'rame', |
| |
| ' undefined', |
| |
| ' Bounce', |
| |
| ' boolean', ' Boolean', |
| |
| 'avascript', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'javascript-family', 1 |
|
|
| def prog_L02F21415(input_tokens): |
| """39 token families, 49 surface forms (train F1 of the uncapped optimum: 0.801). |
| Fires at 3,755 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to attachments or connected items""" |
| |
| fire = { |
| |
| ' attach', ' attachment', ' attaching', ' attaches', ' attachments', 'attach', 'Attach', |
| |
| ' magazines', |
| |
| ' obsession', |
| |
| ' Institution', |
| |
| ' clinging', ' cling', |
| |
| ' retention', |
| |
| ' baggage', |
| |
| 'achment', 'achable', |
| |
| ' tabloid', |
| |
| ' Trojan', |
| |
| ' IST', |
| |
| 'alker', |
| |
| ' removable', |
| |
| ' plurality', |
| |
| ' liking', |
| |
| '223', |
| |
| ' Surprise', |
| |
| ' abduction', |
| |
| ' aversion', |
| |
| ' detachment', ' detach', |
| |
| ' Ascension', |
| |
| ' Entry', |
| |
| ' securely', |
| |
| ' Mystic', |
| |
| ' fixation', |
| |
| ' aspiration', |
| |
| 'atibility', |
| |
| ' adherence', |
| |
| ' pouch', |
| |
| ' latch', |
| |
| ' oval', |
| |
| ' adhesive', |
| |
| ' bondage', |
| |
| '148', |
| |
| ' Adapter', 'Adapter', |
| |
| 'Magazine', |
| |
| 'ceiver', |
| |
| 'hesion', |
| |
| 'VERTISEMENT', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'attach-family', 1 |
|
|
| def prog_L02F21417(input_tokens): |
| """13 token families, 21 surface forms (train F1 of the uncapped optimum: 0.753). |
| Fires at 7,335 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "stepped" in various contexts""" |
| |
| fire = { |
| |
| ' step', ' steps', 'Step', ' Step', 'steps', ' STEP', 'STEP', |
| |
| ' stepped', ' stepping', |
| |
| ' weighed', |
| |
| ' easing', ' eased', |
| |
| ' tread', |
| |
| ' Stephens', |
| |
| ' thorn', |
| |
| 'pering', |
| |
| 'ppings', |
| |
| ' stool', |
| |
| ' strut', |
| |
| 'stood', |
| |
| ' whistlebl', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'step-family', 1 |
|
|
| def prog_L02F21419(input_tokens): |
| """13 token families, 14 surface forms (train F1 of the uncapped optimum: 0.924). |
| Fires at 3,487 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the city of Miami""" |
| |
| fire = { |
| |
| ' Miami', 'Miami', |
| |
| 'Money', |
| |
| 'AMI', |
| |
| ' Marlins', |
| |
| ' Hurricanes', |
| |
| ' Havana', |
| |
| ' Syracuse', |
| |
| ' Coral', |
| |
| 'arez', |
| |
| ' Darling', |
| |
| ' UM', |
| |
| ' Contra', |
| |
| ' MIA', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'miami-family', 1 |
|
|
| def prog_L02F21420(input_tokens): |
| """31 token families, 34 surface forms (train F1 of the uncapped optimum: 0.653). |
| Fires at 4,077 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to economic stimulus""" |
| |
| fire = { |
| |
| ' package', |
| |
| ' stimulus', |
| |
| ' teaser', |
| |
| ' reconstruction', ' Reconstruction', |
| |
| 'rup', |
| |
| ' easing', |
| |
| ' shocks', 'shock', |
| |
| ' stimulate', |
| |
| ' Rein', |
| |
| ' Stim', 'stim', |
| |
| 'prime', |
| |
| 'ulus', |
| |
| 'ilateral', |
| |
| ' Recovery', |
| |
| ' stimuli', |
| |
| ' deficits', |
| |
| ' novelty', |
| |
| ' sucker', |
| |
| 'imus', |
| |
| 'arations', |
| |
| ' Surprise', |
| |
| ' Buddha', |
| |
| ' timid', |
| |
| ' Pigs', |
| |
| 'Reader', |
| |
| ' insensitive', |
| |
| 'rastructure', |
| |
| ' uncond', |
| |
| 'erity', |
| |
| 'random', |
| |
| ' stimulates', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'package-family', 1 |
|
|
| def prog_L02F21421(input_tokens): |
| """46 token families, 51 surface forms (train F1 of the uncapped optimum: 0.876). |
| Fires at 9,788 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to motorsports or automotive topics""" |
| |
| fire = { |
| |
| ' Motors', ' motors', |
| |
| ' Days', 'Days', |
| |
| ' wires', ' wired', ' wiring', |
| |
| 'VERTIS', |
| |
| ' Motorsport', |
| |
| ' driveway', |
| |
| ' winding', |
| |
| ' Youtube', |
| |
| ' Watts', |
| |
| ' shelling', |
| |
| ' Gundam', |
| |
| ' Middles', |
| |
| ' pony', |
| |
| ' Methodist', |
| |
| ' Gus', |
| |
| ' Purdue', |
| |
| 'Jes', |
| |
| ' Weeks', |
| |
| 'nings', ' Ning', |
| |
| ' motivate', |
| |
| 'onso', |
| |
| ' oust', |
| |
| ' Wick', |
| |
| ' Vander', |
| |
| ' Brands', |
| |
| ' Kes', |
| |
| ' Tek', |
| |
| ' Yuri', |
| |
| ' heats', |
| |
| ' shrimp', |
| |
| 'rish', |
| |
| ' swollen', |
| |
| ' Ups', |
| |
| ' buildup', |
| |
| ' PowerShell', |
| |
| ' vitri', |
| |
| ' Vish', |
| |
| 'ь', |
| |
| ' Pharma', |
| |
| 'bots', |
| |
| ' wholes', |
| |
| ' carrots', |
| |
| 'Rah', |
| |
| ' undercut', |
| |
| ' whining', |
| |
| ' hairs', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'motor-family', 1 |
|
|
| def prog_L02F21422(input_tokens): |
| """47 token families, 51 surface forms (train F1 of the uncapped optimum: 0.866). |
| Fires at 3,900 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to stewards and variations of the word "stew." """ |
| |
| fire = { |
| |
| ' stew', 'Stew', ' Stew', |
| |
| ' Rally', |
| |
| ' Engine', |
| |
| ' 119', '119', |
| |
| 'infeld', |
| |
| ' Spani', |
| |
| ' Rover', |
| |
| 'eston', |
| |
| ' stainless', ' Stainless', |
| |
| 'oin', |
| |
| ' stove', |
| |
| ' Lenn', |
| |
| ' sweats', |
| |
| ' simmer', |
| |
| 'lé', |
| |
| ' Rolls', |
| |
| ' Slow', |
| |
| 'lves', |
| |
| 'wark', |
| |
| ' stewards', |
| |
| 'chal', |
| |
| 'estro', |
| |
| 'roximately', |
| |
| 'ogie', |
| |
| ' Straw', |
| |
| ' stool', |
| |
| 'umph', |
| |
| ' haz', |
| |
| ' broth', |
| |
| ' reverence', |
| |
| ' Eck', |
| |
| 'ses', |
| |
| 'ollo', |
| |
| 'iesta', |
| |
| 'gre', |
| |
| ' Drunk', |
| |
| ' propriet', |
| |
| ' gravy', |
| |
| ' pall', |
| |
| ' Sovereign', |
| |
| ' STAND', |
| |
| ' Hermes', |
| |
| ' Polly', |
| |
| 'alys', |
| |
| ' starch', |
| |
| ' Heist', |
| |
| ' cust', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'stew-family', 1 |
|
|
| def prog_L02F21423(input_tokens): |
| """25 token families, 85 surface forms (train F1 of the uncapped optimum: 0.236). |
| Fires at 313,771 of 36,786,566 positions. |
| Fires at 0.85% 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: references to photo credits and source acknowledgments""" |
| |
| fire = { |
| |
| ' this', ' THIS', |
| |
| ' by', ' BY', |
| |
| '/', ' /', |
| |
| ' our', ' OUR', |
| |
| ' read', ' reading', ' Read', ' readers', ' reader', ' Reading', 'read', ' Reader', ' READ', 'reading', 'reader', ' Readers', |
| |
| ' photo', ' Photo', ' PHOTO', 'photo', ' Photos', 'photos', |
| |
| ' below', ' Below', ' BELOW', |
| |
| ' |', '|', |
| |
| ' view', ' View', ' views', ' viewed', 'View', ' viewer', ' VIEW', ' Views', |
| |
| ' link', ' links', ' Link', 'link', ' Links', 'Link', ' LINK', 'Links', 'links', |
| |
| ' image', 'image', |
| |
| ' via', 'via', |
| |
| 'com', ' Comments', 'comment', ' Comment', |
| |
| ' privacy', |
| |
| ' subscribing', |
| |
| ' updated', ' Updated', ' updates', ' Updates', 'updated', |
| |
| ' file', ' File', 'File', ' FILE', 'file', |
| |
| ' Facebook', ' facebook', 'facebook', |
| |
| ' Share', ' share', |
| |
| ' AP', |
| |
| ' daily', |
| |
| ' posted', 'post', ' POST', 'posted', |
| |
| ' page', ' Page', ' PAGE', |
| |
| ' Twitter', |
| |
| ' courtesy', ' Courtesy', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'thi-family', 1 |
|
|
| def prog_L02F21425(input_tokens): |
| """37 token families, 37 surface forms (train F1 of the uncapped optimum: 0.806). |
| Fires at 3,386 of 36,786,566 positions.""" |
| |
| """prev SAE description: proper nouns related to geographic locations or cultural identities""" |
| |
| fire = { |
| |
| 'KY', |
| |
| 'ANK', |
| |
| 'iya', |
| |
| 'afa', |
| |
| ' Sergei', |
| |
| 'ISM', |
| |
| 'ija', |
| |
| 'EMBER', |
| |
| 'anka', |
| |
| 'umbai', |
| |
| 'bah', |
| |
| 'kaya', |
| |
| ' Jeremiah', |
| |
| 'chenko', |
| |
| 'adia', |
| |
| 'iyah', |
| |
| ' Royale', |
| |
| 'ulia', |
| |
| 'я', |
| |
| 'yah', |
| |
| 'kay', |
| |
| 'akia', |
| |
| ' Kernel', |
| |
| 'YA', |
| |
| ' kosher', |
| |
| 'azeera', |
| |
| 'oulos', |
| |
| ' gravy', |
| |
| 'い', |
| |
| ' generalized', |
| |
| ' seasoning', |
| |
| 'deen', |
| |
| 'ansky', |
| |
| 'knife', |
| |
| ' ISI', |
| |
| 'phia', |
| |
| 'isma', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ky-family', 1 |
|
|
| def prog_L02F21426(input_tokens): |
| """19 token families, 19 surface forms (train F1 of the uncapped optimum: 0.791). |
| Fires at 2,130 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to terrorist organizations, specifically ISIL/ISIS and Daesh""" |
| |
| fire = { |
| |
| ' Enix', |
| |
| ' ISIL', |
| |
| ' UKIP', |
| |
| ' Isis', |
| |
| ' Daesh', |
| |
| ' HPV', |
| |
| ' transl', |
| |
| 'Vision', |
| |
| 'imation', |
| |
| ' PowerPoint', |
| |
| ' PSP', |
| |
| ' SVG', |
| |
| '223', |
| |
| ' Fnatic', |
| |
| ' Sponsor', |
| |
| ' identifiable', |
| |
| ' AVG', |
| |
| ' ESV', |
| |
| ' 335', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'enix-family', 1 |
|
|
| def prog_L02F21427(input_tokens): |
| """31 token families, 33 surface forms (train F1 of the uncapped optimum: 0.734). |
| Fires at 4,391 of 36,786,566 positions.""" |
| |
| """prev SAE description: topics related to environmental pollution""" |
| |
| fire = { |
| |
| ' pollution', |
| |
| ' Surrey', |
| |
| ' cholesterol', |
| |
| ' cleanup', |
| |
| ' pristine', |
| |
| ' polluted', ' pollut', |
| |
| 'ution', |
| |
| ' sewage', |
| |
| ' inflammation', |
| |
| ' devastation', |
| |
| ' wastewater', |
| |
| 'Poll', 'poll', |
| |
| ' contamination', |
| |
| ' toxins', |
| |
| ' ozone', |
| |
| ' exhaustion', |
| |
| ' viol', |
| |
| ' pollutants', |
| |
| ' haze', |
| |
| ' Trout', |
| |
| ' pollen', |
| |
| 'Clean', |
| |
| ' overflowing', |
| |
| ' partic', |
| |
| ' contaminants', |
| |
| ' Lung', |
| |
| ' majesty', |
| |
| ' phosphorus', |
| |
| ' purified', |
| |
| ' tox', |
| |
| '601', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'pollu-family', 1 |
|
|
| def prog_L02F21428(input_tokens): |
| """24 token families, 24 surface forms (train F1 of the uncapped optimum: 0.824). |
| Fires at 2,273 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the name "Chandler." """ |
| |
| fire = { |
| |
| ' Monica', |
| |
| ' Chandler', |
| |
| ' PG', |
| |
| ' Stephan', |
| |
| 'raper', |
| |
| ' Parsons', |
| |
| ' Kem', |
| |
| ' Chong', |
| |
| ' Christensen', |
| |
| ' Dresden', |
| |
| ' Kramer', |
| |
| ' Chamberlain', |
| |
| ' Pyramid', |
| |
| ' Chron', |
| |
| ' Charm', |
| |
| ' Bender', |
| |
| ' Granger', |
| |
| ' Amateur', |
| |
| ' Hermione', |
| |
| 'hetti', |
| |
| ' radial', |
| |
| 'lectic', |
| |
| 'Herm', |
| |
| 'anooga', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'monica-family', 1 |
|
|
| def prog_L02F21429(input_tokens): |
| """44 token families, 47 surface forms (train F1 of the uncapped optimum: 0.891). |
| Fires at 2,997 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the concept of an "umbrella" in various contexts""" |
| |
| fire = { |
| |
| ' umbrella', |
| |
| ' banner', |
| |
| ' Ivy', |
| |
| ' Umb', ' umb', |
| |
| ' windshield', |
| |
| ' apparatus', |
| |
| ' mantle', |
| |
| 'ominium', |
| |
| ' parachute', |
| |
| ' Canary', |
| |
| 'andel', |
| |
| ' cottage', |
| |
| ' Urs', |
| |
| ' neb', |
| |
| ' Unicorn', |
| |
| ' Faw', |
| |
| 'span', |
| |
| ' laure', |
| |
| ' cape', |
| |
| ' ausp', |
| |
| ' paras', ' Paras', |
| |
| 'rella', |
| |
| ' Hanna', |
| |
| ' overarching', |
| |
| ' Extrem', |
| |
| ' canopy', |
| |
| 'igsaw', |
| |
| ' Aux', ' aux', |
| |
| ' uterus', |
| |
| 'aceae', |
| |
| ' tentacles', |
| |
| ' aspirin', |
| |
| ' babys', |
| |
| ' encompasses', |
| |
| ' marg', |
| |
| ' broom', |
| |
| 'acea', |
| |
| ' Magnum', |
| |
| ' Membership', |
| |
| 'utenberg', |
| |
| ' auxiliary', |
| |
| 'angible', |
| |
| ' namespace', |
| |
| ' Izzy', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'umbrella-family', 1 |
|
|
| def prog_L02F21431(input_tokens): |
| """1 token families, 1 surface forms (train F1 of the uncapped optimum: 0.651). |
| Fires at 664,586 of 36,786,566 positions. |
| Fires at 1.81% 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: quantifiable data or statistics related to social issues""" |
| |
| fire = { |
| |
| '\n', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '\\n-family', 1 |
|
|
| def prog_L02F21434(input_tokens): |
| """1 token families, 5 surface forms (train F1 of the uncapped optimum: 0.944). |
| Fires at 83,173 of 36,786,566 positions.""" |
| |
| """prev SAE description: negation phrases emphasizing what is not the case""" |
| |
| fire = { |
| |
| ' not', ' Not', 'not', ' NOT', 'NOT', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'not-family', 1 |
|
|
| def prog_L02F21435(input_tokens): |
| """14 token families, 19 surface forms (train F1 of the uncapped optimum: 0.795). |
| Fires at 3,792 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to distribution and distributing""" |
| |
| fire = { |
| |
| ' distributed', ' distributing', ' Distribut', ' distribut', |
| |
| ' distribution', ' Distribution', |
| |
| ' distribute', |
| |
| ' distributor', ' distributors', |
| |
| ' disperse', |
| |
| ' affiliates', |
| |
| 'ributes', |
| |
| ' shipments', |
| |
| ' ration', |
| |
| ' allocate', |
| |
| 'leasing', |
| |
| 'ortion', |
| |
| ' dosage', |
| |
| ' tracts', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'distribut-family', 1 |
|
|
| def prog_L02F21436(input_tokens): |
| """9 token families, 10 surface forms (train F1 of the uncapped optimum: 0.904). |
| Fires at 4,689 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the Supreme Court""" |
| |
| fire = { |
| |
| ' Supreme', ' supreme', |
| |
| ' Electoral', |
| |
| ' judicial', |
| |
| ' Revolutionary', |
| |
| 'reme', |
| |
| ' Sharia', |
| |
| 'Sup', |
| |
| ' arbit', |
| |
| ' Ruler', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'supreme-family', 1 |
|
|
| def prog_L02F21437(input_tokens): |
| """33 token families, 129 surface forms (train F1 of the uncapped optimum: 0.323). |
| Fires at 220,560 of 36,786,566 positions. |
| Fires at 0.60% 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: terms related to public assistance and welfare programs""" |
| |
| fire = { |
| |
| ' work', ' workers', ' working', ' worked', ' worker', ' Work', 'work', 'working', ' Working', 'Work', 'Working', 'worker', 'worked', ' Worker', ' WORK', 'WORK', |
| |
| ' people', |
| |
| ' their', |
| |
| ' job', ' jobs', ' Job', 'job', 'Job', |
| |
| ' pay', ' paying', ' payments', ' pays', ' Pay', 'paying', 'payers', 'payment', |
| |
| ' living', ' lived', ' Living', 'living', 'Living', ' liv', |
| |
| ' family', ' Family', 'family', 'Family', |
| |
| ' children', ' Children', 'Children', |
| |
| ' students', ' student', 'Student', 'student', |
| |
| ' social', ' Social', |
| |
| ' human', ' Human', |
| |
| ' program', ' programs', ' Program', |
| |
| ' benefits', ' benefit', ' Benefits', ' Benefit', 'benefit', |
| |
| ' child', ' Child', |
| |
| ' food', ' Food', 'food', 'Food', |
| |
| ' age', ' ages', 'Age', |
| |
| ' services', ' Services', |
| |
| ' families', ' Families', ' familial', |
| |
| ' employment', ' employer', ' employers', ' employed', ' Employment', 'employed', 'employment', 'Employ', ' Employ', 'employ', |
| |
| ' basic', ' Basic', 'Basic', 'basic', |
| |
| ' legal', ' Legal', 'Legal', ' LEG', |
| |
| ' paid', 'paid', ' Paid', |
| |
| ' poor', ' Poor', ' poorer', 'poor', 'Poor', |
| |
| ' income', 'income', ' Income', |
| |
| ' housing', ' housed', ' Housing', 'housing', |
| |
| ' provide', |
| |
| ' Americans', |
| |
| ' leave', 'leave', |
| |
| ' wage', 'wage', ' Wage', |
| |
| ' kids', 'Kids', 'kids', |
| |
| ' unemployment', ' unemployed', ' Unemployment', ' unemploy', |
| |
| ' assistance', ' Assistance', ' assisted', 'assisted', ' assisting', |
| |
| ' minimum', ' Minimum', 'minimum', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'work-family', 1 |
|
|
| def prog_L02F21438(input_tokens): |
| """13 token families, 15 surface forms (train F1 of the uncapped optimum: 0.880). |
| Fires at 1,181 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the name "Felipe" in various contexts""" |
| |
| fire = { |
| |
| ' Fel', ' fel', 'Fel', |
| |
| ' nab', |
| |
| ' forfeiture', |
| |
| ' leash', |
| |
| ' activ', |
| |
| 'Dex', |
| |
| ' forfe', |
| |
| ' Innocent', |
| |
| 'anol', |
| |
| 'xc', |
| |
| 'ellar', |
| |
| '************', |
| |
| '----------', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'fel-family', 1 |
|
|
| def prog_L02F21439(input_tokens): |
| """1 token families, 3 surface forms (train F1 of the uncapped optimum: 0.751). |
| Fires at 170,284 of 36,786,566 positions. |
| Fires at 0.46% 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: the word "that" and its frequency in context""" |
| |
| fire = { |
| |
| ' that', 'that', ' THAT', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'that-family', 1 |
|
|
| def prog_L02F21440(input_tokens): |
| """11 token families, 14 surface forms (train F1 of the uncapped optimum: 0.816). |
| Fires at 3,068 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the Liberal political party""" |
| |
| fire = { |
| |
| ' Liberal', 'Liberal', 'liberal', |
| |
| ' Liberals', |
| |
| 'Liber', 'liber', |
| |
| ' Monsters', |
| |
| 'Ont', |
| |
| ' Loyal', |
| |
| ' Nek', |
| |
| ' SEN', |
| |
| ' Honour', |
| |
| ' Demons', |
| |
| ' Highest', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'liber-family', 1 |
|
|
| def prog_L02F21441(input_tokens): |
| """33 token families, 37 surface forms (train F1 of the uncapped optimum: 0.904). |
| Fires at 3,327 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the word "Barn" in various contexts""" |
| |
| fire = { |
| |
| ' Barn', ' barn', 'Barn', |
| |
| 'rab', ' Rab', |
| |
| ' Karn', |
| |
| ' Brig', |
| |
| ' Shel', |
| |
| ' Norwich', |
| |
| ' barg', |
| |
| ' Bethlehem', |
| |
| ' Barnett', |
| |
| ' Pig', |
| |
| 'Quant', 'quant', |
| |
| 'Bern', |
| |
| ' caramel', |
| |
| ' annoy', |
| |
| ' Bars', |
| |
| ' crammed', |
| |
| ' banging', |
| |
| ' crates', |
| |
| 'inth', |
| |
| ' Astro', |
| |
| 'birds', |
| |
| ' biscuits', |
| |
| 'eers', |
| |
| '……', |
| |
| 'blocks', |
| |
| ' ATL', |
| |
| ' Abandon', |
| |
| ' Barcl', |
| |
| ' bisc', |
| |
| ' rectangular', |
| |
| ' PACK', |
| |
| ' Merchants', |
| |
| '447', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'barn-family', 1 |
|
|
| def prog_L02F21444(input_tokens): |
| """7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.741). |
| Fires at 2,545 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "sticking." """ |
| |
| fire = { |
| |
| ' stick', ' sticks', ' sticking', ' Stick', |
| |
| ' staying', |
| |
| ' hanging', |
| |
| ' poking', |
| |
| ' dipping', |
| |
| ' protr', |
| |
| ' whipping', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'stick-family', 1 |
|
|
| def prog_L02F21445(input_tokens): |
| """19 token families, 45 surface forms (train F1 of the uncapped optimum: 0.360). |
| Fires at 62,056 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to the Jehovah's Witnesses and other religious groups""" |
| |
| fire = { |
| |
| ' Church', ' church', ' churches', ' Churches', 'Church', |
| |
| ' Christian', ' Christianity', ' Christians', 'Christian', |
| |
| 'ism', 'isms', |
| |
| ' religious', 'religious', |
| |
| ' faith', ' Faith', ' faithful', ' faiths', 'faith', 'Faith', |
| |
| ' religion', ' religions', ' Religion', |
| |
| ' beliefs', ' belief', ' Belief', |
| |
| ' movement', |
| |
| ' prayer', ' prayers', ' pray', ' praying', ' Prayer', ' prayed', |
| |
| ' Islam', 'Islamic', |
| |
| ' Christ', |
| |
| ' Bible', ' bible', |
| |
| ' Jesus', |
| |
| ' priest', ' Priest', |
| |
| ' radical', |
| |
| ' worship', |
| |
| 'life', |
| |
| ' spiritual', |
| |
| ' holy', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'church-family', 1 |
|
|
| def prog_L02F21446(input_tokens): |
| """49 token families, 51 surface forms (train F1 of the uncapped optimum: 0.892). |
| Fires at 8,101 of 36,786,566 positions.""" |
| |
| """prev SAE description: proper nouns, specifically names of individuals and organizations""" |
| |
| fire = { |
| |
| ' 650', '650', |
| |
| ' NRL', |
| |
| ' 1964', |
| |
| 'ption', |
| |
| ' Singer', |
| |
| '750', |
| |
| 'bling', |
| |
| ' sizable', |
| |
| 'asha', |
| |
| ' Nikki', |
| |
| ' Sturgeon', |
| |
| ' Ricardo', |
| |
| ' Rabbit', |
| |
| ' Gaga', |
| |
| ' Gallagher', |
| |
| ' Ariel', |
| |
| ' jQuery', |
| |
| 'ako', |
| |
| ' Clive', |
| |
| 'ulsion', |
| |
| ' Keller', |
| |
| ' frogs', 'frog', |
| |
| ' Barker', |
| |
| 'adel', |
| |
| 'abo', |
| |
| ' Lip', |
| |
| ' Prometheus', |
| |
| ' bouncing', |
| |
| ' volleyball', |
| |
| ' endlessly', |
| |
| ' AJ', |
| |
| ' Lak', |
| |
| '550', |
| |
| ' Frankie', |
| |
| ' Rih', |
| |
| ' bartender', |
| |
| 'bender', |
| |
| ' Darling', |
| |
| ' Samoa', |
| |
| ' lipstick', |
| |
| ' Dickinson', |
| |
| ' Sylvia', |
| |
| ' Samson', |
| |
| ' sizeable', |
| |
| 'ydia', |
| |
| ' snatch', |
| |
| ' Jou', |
| |
| ' silicone', |
| |
| 'arling', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '650-family', 1 |
|
|
| def prog_L02F21447(input_tokens): |
| """45 token families, 53 surface forms (train F1 of the uncapped optimum: 0.760). |
| Fires at 6,034 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to financial payments and earnings""" |
| |
| fire = { |
| |
| 'Money', ' Money', 'money', |
| |
| 'Bill', 'BILL', |
| |
| ' apocalypse', ' Apocalypse', |
| |
| 'check', 'checks', ' Checks', 'CHECK', |
| |
| ' Dollar', |
| |
| ' banker', |
| |
| ' Betsy', |
| |
| ' groceries', |
| |
| ' bucks', |
| |
| ' cowboy', ' Cowboy', |
| |
| ' earners', |
| |
| ' payout', |
| |
| ' capitalize', |
| |
| ' disposable', |
| |
| ' flyer', |
| |
| ' bulletin', |
| |
| ' paycheck', |
| |
| ' grizz', |
| |
| ' dime', |
| |
| ' diner', |
| |
| ' coworkers', |
| |
| ' riches', |
| |
| ' payday', |
| |
| ' chores', |
| |
| 'ogie', |
| |
| ' Suddenly', |
| |
| ' fashioned', |
| |
| ' Caval', |
| |
| ' sund', |
| |
| 'dig', |
| |
| 'ocalypse', |
| |
| ' meager', |
| |
| ' snowball', |
| |
| ' scrape', |
| |
| ' waiter', |
| |
| ' meas', |
| |
| 'blow', |
| |
| ' gratification', |
| |
| ' Appalach', |
| |
| ' Everyday', |
| |
| ' payoff', |
| |
| ' larg', |
| |
| 'ithing', |
| |
| 'izational', |
| |
| ' photoc', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'money-family', 1 |
|
|
| def prog_L02F21448(input_tokens): |
| """29 token families, 29 surface forms (train F1 of the uncapped optimum: 0.865). |
| Fires at 2,322 of 36,786,566 positions.""" |
| |
| """prev SAE description: names and references associated with specific individuals""" |
| |
| fire = { |
| |
| 'onda', |
| |
| 'oda', |
| |
| 'wheel', |
| |
| 'antam', |
| |
| 'odi', |
| |
| 'endra', |
| |
| 'anka', |
| |
| 'kamp', |
| |
| 'uca', |
| |
| 'WOOD', |
| |
| 'amara', |
| |
| 'endium', |
| |
| 'spec', |
| |
| ' steroid', |
| |
| 'plates', |
| |
| 'ylene', |
| |
| ' -->', |
| |
| 'ihar', |
| |
| 'amiya', |
| |
| 'pine', |
| |
| 'algia', |
| |
| ' panties', |
| |
| 'ccoli', |
| |
| ' Pyrrha', |
| |
| 'pec', |
| |
| 'ceptor', |
| |
| 'duc', |
| |
| 'ustom', |
| |
| 'wagon', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'onda-family', 1 |
|
|
| def prog_L02F21449(input_tokens): |
| """18 token families, 18 surface forms (train F1 of the uncapped optimum: 0.877). |
| Fires at 1,168 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the name 'Brennan'""" |
| |
| fire = { |
| |
| ' Brennan', |
| |
| ' ONE', |
| |
| ' Bates', |
| |
| ' Romero', |
| |
| ' Booth', |
| |
| ' Bren', |
| |
| ' intel', |
| |
| ' Slaughter', |
| |
| ' BJ', |
| |
| ' Vera', |
| |
| ' mediation', |
| |
| ' Karin', |
| |
| ' Kenobi', |
| |
| 'bd', |
| |
| ' 4096', |
| |
| ' Lethal', |
| |
| 'retched', |
| |
| ' vm', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'brennan-family', 1 |
|
|
| def prog_L02F21450(input_tokens): |
| """48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.808). |
| Fires at 5,021 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of specific individuals, particularly those with the surname Gardner""" |
| |
| fire = { |
| |
| ' Gardens', ' gardens', |
| |
| ' Gain', 'gain', |
| |
| ' Brewer', |
| |
| 'gard', |
| |
| 'oby', |
| |
| ' Gardner', |
| |
| ' Hyde', |
| |
| ' Larson', |
| |
| ' Bundy', |
| |
| ' Garland', |
| |
| ' Grimm', |
| |
| ' Gerrard', |
| |
| 'gaard', |
| |
| ' Gillespie', |
| |
| 'vant', |
| |
| ' Fay', |
| |
| ' thwarted', |
| |
| 'FIELD', |
| |
| ' Emerson', |
| |
| ' Fleming', |
| |
| ' Haf', |
| |
| 'linger', |
| |
| ' hampered', |
| |
| ' Haas', |
| |
| ' Fairy', |
| |
| ' Mongo', |
| |
| ' Goodwin', |
| |
| ' finite', |
| |
| ' Giles', |
| |
| ' Melvin', |
| |
| ' Founders', |
| |
| ' Frankenstein', |
| |
| ' Lyme', |
| |
| ' Jewel', |
| |
| ' Fee', |
| |
| ' flora', |
| |
| ' Goldstein', |
| |
| ' Feng', |
| |
| 'aceae', |
| |
| 'Forest', |
| |
| ' Forestry', |
| |
| ' Gree', |
| |
| 'Tree', |
| |
| ' EB', |
| |
| 'creation', |
| |
| 'GRE', |
| |
| ' Abel', |
| |
| ' Druid', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'garden-family', 1 |
|
|
| def prog_L02F21451(input_tokens): |
| """2 token families, 7 surface forms (train F1 of the uncapped optimum: 0.889). |
| Fires at 7,279 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to rooms""" |
| |
| fire = { |
| |
| ' room', 'room', ' rooms', ' Room', 'Room', ' Rooms', |
| |
| ' hallway', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'room-family', 1 |
|
|
| def prog_L02F21452(input_tokens): |
| """3 token families, 6 surface forms (train F1 of the uncapped optimum: 0.711). |
| Fires at 5,969 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the substring "ch" in various contexts""" |
| |
| fire = { |
| |
| ' ch', 'ch', ' Ch', ' CH', |
| |
| ' champ', |
| |
| ' gon', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ch-family', 1 |
|
|
| def prog_L02F21453(input_tokens): |
| """20 token families, 20 surface forms (train F1 of the uncapped optimum: 0.875). |
| Fires at 1,537 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the name "Seth." """ |
| |
| fire = { |
| |
| ' Seth', |
| |
| ' genres', |
| |
| ' sushi', |
| |
| '199', |
| |
| ' Julio', |
| |
| ' Seymour', |
| |
| ' Satanic', |
| |
| ' nutritious', |
| |
| ' semen', |
| |
| ' Tenth', |
| |
| ' Natasha', |
| |
| 'gorith', |
| |
| 'Sys', |
| |
| 'RAW', |
| |
| '409', |
| |
| ' STATS', |
| |
| '259', |
| |
| '579', |
| |
| '/#', |
| |
| '459', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'seth-family', 1 |
|
|
| def prog_L02F21454(input_tokens): |
| """40 token families, 45 surface forms (train F1 of the uncapped optimum: 0.892). |
| Fires at 2,997 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to FM radio technology and its features""" |
| |
| fire = { |
| |
| ' FM', 'FM', 'fm', |
| |
| ' Haskell', |
| |
| ' Methodist', |
| |
| ' Marshal', |
| |
| 'ubb', |
| |
| ' KH', |
| |
| ' famine', |
| |
| 'XM', |
| |
| ' MHz', |
| |
| 'HF', ' HF', |
| |
| ' Mafia', |
| |
| ' KP', |
| |
| ' podcasts', |
| |
| ' MAC', 'MAC', |
| |
| ' MV', |
| |
| 'inen', |
| |
| 'favorite', |
| |
| 'LM', |
| |
| ' KGB', |
| |
| 'WM', |
| |
| ' UM', |
| |
| 'TG', |
| |
| 'anni', |
| |
| 'PF', |
| |
| ' Commissioners', |
| |
| ' GHz', |
| |
| ' MF', 'MF', |
| |
| ' multif', |
| |
| 'FK', |
| |
| ' multic', |
| |
| ' mp', |
| |
| ' floppy', |
| |
| 'WF', |
| |
| 'anca', |
| |
| ' HH', |
| |
| 'jp', |
| |
| ' KM', |
| |
| 'EMP', |
| |
| ' JM', |
| |
| 'esm', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'fm-family', 1 |
|
|
| def prog_L02F21455(input_tokens): |
| """49 token families, 50 surface forms (train F1 of the uncapped optimum: 0.706). |
| Fires at 4,381 of 36,786,566 positions.""" |
| |
| """prev SAE description: punctuation marks used in dialogues or quotes""" |
| |
| fire = { |
| |
| ' exists', |
| |
| "':", |
| |
| '!).', |
| |
| '"?', |
| |
| ',\'"', |
| |
| '!),', |
| |
| '";', |
| |
| '"—', |
| |
| '!,', |
| |
| '.\'"', |
| |
| '];', |
| |
| "?'", |
| |
| ')"', |
| |
| ' heartbeat', |
| |
| '),"', |
| |
| '."[', |
| |
| 'Kal', |
| |
| '.?', |
| |
| '{"', ' {"', |
| |
| '%"', |
| |
| '],"', |
| |
| ']),', |
| |
| '"-', |
| |
| '\'"', |
| |
| '.�', |
| |
| '!.', |
| |
| "'?", |
| |
| ')."', |
| |
| '?\'"', |
| |
| '.""', |
| |
| ' ..."', |
| |
| ")'", |
| |
| '.")', |
| |
| ' ,"', |
| |
| ' ."', |
| |
| ')]', |
| |
| "'-", |
| |
| ']."', |
| |
| '?",', |
| |
| '.,"', |
| |
| '_______', |
| |
| '\',"', |
| |
| "';", |
| |
| '\'."', |
| |
| ']"', |
| |
| '"!', |
| |
| '!",', |
| |
| ';"', |
| |
| '"><', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'exist-family', 1 |
|
|
| def prog_L02F21456(input_tokens): |
| """31 token families, 36 surface forms (train F1 of the uncapped optimum: 0.760). |
| Fires at 3,661 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the concept of something being in motion or continuously moving""" |
| |
| fire = { |
| |
| ' flow', ' flows', ' flowing', ' flowed', 'flows', |
| |
| ' pouring', |
| |
| ' raging', |
| |
| ' surging', ' surges', |
| |
| ' streams', |
| |
| ' swirling', |
| |
| ' pumping', |
| |
| ' springs', |
| |
| 'gary', |
| |
| ' smoothly', |
| |
| ' emanating', |
| |
| ' dripping', |
| |
| ' evapor', |
| |
| ' draped', |
| |
| ' magically', |
| |
| ' overflowing', |
| |
| ' strands', |
| |
| ' filtered', |
| |
| ' dissip', |
| |
| ' draining', |
| |
| ' waterfall', |
| |
| ' conduit', |
| |
| ' reverted', |
| |
| ' flushed', |
| |
| ' weeping', |
| |
| ' rever', |
| |
| ' cloaked', |
| |
| 'aturally', |
| |
| '的', |
| |
| ' condu', |
| |
| ' secretion', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'flow-family', 1 |
|
|
| def prog_L02F21457(input_tokens): |
| """6 token families, 7 surface forms (train F1 of the uncapped optimum: 0.878). |
| Fires at 7,849 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the direction "north." """ |
| |
| fire = { |
| |
| ' north', 'north', |
| |
| ' south', |
| |
| ' east', |
| |
| ' northeast', |
| |
| ' northwest', |
| |
| ' nort', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'north-family', 1 |
|
|
| def prog_L02F21458(input_tokens): |
| """40 token families, 41 surface forms (train F1 of the uncapped optimum: 0.840). |
| Fires at 3,749 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of a specific political figure, Reince Priebus""" |
| |
| fire = { |
| |
| ' Jinping', |
| |
| ' Priebus', |
| |
| ' Lennon', |
| |
| ' RNC', |
| |
| ' Playoff', |
| |
| ' Oscars', |
| |
| ' Luxembourg', |
| |
| ' festive', |
| |
| ' nominate', |
| |
| 'enei', |
| |
| 'Pri', |
| |
| 'icer', |
| |
| 'hai', |
| |
| ' primates', |
| |
| ' MLG', |
| |
| ' Hin', |
| |
| ' WCS', |
| |
| ' Cohn', |
| |
| 'igroup', |
| |
| ' restructuring', |
| |
| ' Niño', |
| |
| ' pastoral', |
| |
| 'inness', |
| |
| 'efe', |
| |
| ' broth', |
| |
| ' Picard', |
| |
| ' Sole', |
| |
| ' NIH', |
| |
| ' confer', |
| |
| ' Apostles', ' apostles', |
| |
| ' pasture', |
| |
| ' Ps', |
| |
| 'ocytes', |
| |
| 'illin', |
| |
| ' vanquished', |
| |
| ' conferred', |
| |
| 'ebus', |
| |
| ' PCI', |
| |
| ' PCIe', |
| |
| ' Commands', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'jinp-family', 1 |
|
|
| def prog_L02F21459(input_tokens): |
| """10 token families, 12 surface forms (train F1 of the uncapped optimum: 0.557). |
| Fires at 3,293 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the prefix "Ed," indicating references to editorial content or individuals named Ed""" |
| |
| fire = { |
| |
| ' Ed', 'Ed', |
| |
| 'Es', |
| |
| 'TN', |
| |
| 'Ing', |
| |
| 'edited', 'Edited', |
| |
| 'edition', |
| |
| 'cert', |
| |
| 'Reviewed', |
| |
| 'Spr', |
| |
| 'pret', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ed-family', 1 |
|
|
| def prog_L02F21461(input_tokens): |
| """7 token families, 10 surface forms (train F1 of the uncapped optimum: 0.912). |
| Fires at 4,381 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "higher" and its variations, indicating an emphasis on elevated standards or levels""" |
| |
| fire = { |
| |
| ' higher', ' Higher', 'Higher', 'higher', |
| |
| ' newer', |
| |
| 'tier', |
| |
| 'avier', |
| |
| 'eeper', |
| |
| 'ENC', |
| |
| 'awei', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'high-family', 1 |
|
|
| def prog_L02F21462(input_tokens): |
| """49 token families, 50 surface forms (train F1 of the uncapped optimum: 0.886). |
| Fires at 4,931 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the city of Springfield and its cultural elements""" |
| |
| fire = { |
| |
| ' Springfield', |
| |
| ' Grove', |
| |
| ' Sims', |
| |
| 'Spring', 'spring', |
| |
| ' Simpsons', |
| |
| 'FIELD', |
| |
| 'erville', |
| |
| ' faux', |
| |
| ' sausage', |
| |
| ' Homer', |
| |
| ' Hartford', |
| |
| ' asthma', |
| |
| ' Lexington', |
| |
| ' Staples', |
| |
| ' Grimes', |
| |
| ' Draper', |
| |
| ' Emerson', |
| |
| ' malls', |
| |
| ' Worcester', |
| |
| ' 1911', |
| |
| ' reload', |
| |
| ' mustache', |
| |
| ' Skinner', |
| |
| ' Winchester', |
| |
| ' Ned', |
| |
| ' sarcastic', |
| |
| ' Augusta', |
| |
| ' humming', |
| |
| ' pi', |
| |
| ' spinach', |
| |
| ' Moe', |
| |
| ' imitate', |
| |
| ' Scully', |
| |
| ' snail', |
| |
| 'meyer', |
| |
| ' Lange', |
| |
| 'rieg', |
| |
| ' Smile', |
| |
| ' pharmacies', |
| |
| ' 1886', |
| |
| ' treadmill', |
| |
| ' sterile', |
| |
| 'ideshow', |
| |
| ' Magnum', |
| |
| 'anuts', |
| |
| ' Leica', |
| |
| '010', |
| |
| ' Mei', |
| |
| 'sg', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'springfield-family', 1 |
|
|
| def prog_L02F21463(input_tokens): |
| """48 token families, 51 surface forms (train F1 of the uncapped optimum: 0.809). |
| Fires at 4,284 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to gastrointestinal issues and medications""" |
| |
| fire = { |
| |
| 'enge', |
| |
| ' Journey', |
| |
| ' Boat', |
| |
| ' Hammer', |
| |
| 'kamp', |
| |
| ' Survival', |
| |
| ' delaying', |
| |
| ' Hyde', |
| |
| 'houses', |
| |
| ' Advocate', |
| |
| ' shovel', |
| |
| ' Salvation', |
| |
| ' bulldo', |
| |
| ' Restoration', |
| |
| ' hardship', |
| |
| ' questionnaire', |
| |
| 'ieving', 'ieves', |
| |
| ' Wit', |
| |
| ' Cly', |
| |
| ' Kemp', |
| |
| 'hoe', |
| |
| ' pastoral', |
| |
| 'ectomy', |
| |
| ' Graves', |
| |
| 'gra', |
| |
| 'river', |
| |
| ' labou', |
| |
| 'agra', |
| |
| ' AGA', |
| |
| ' loader', 'loader', |
| |
| 'Tools', 'tools', |
| |
| 'naires', |
| |
| ' Ender', |
| |
| 'severe', |
| |
| 'lime', |
| |
| 'akedown', |
| |
| ' Axe', |
| |
| ' Destroyer', |
| |
| 'ringe', |
| |
| 'thirst', |
| |
| ' vocational', |
| |
| 'chest', |
| |
| ' Cutter', |
| |
| ' bleach', |
| |
| ' bapt', |
| |
| 'ractor', |
| |
| ' Wee', |
| |
| 'ggle', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'enge-family', 1 |
|
|
| def prog_L02F21464(input_tokens): |
| """9 token families, 12 surface forms (train F1 of the uncapped optimum: 0.828). |
| Fires at 10,131 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "faced" in various contexts indicating challenges or obstacles""" |
| |
| fire = { |
| |
| ' facing', ' faced', ' faces', 'faced', |
| |
| ' face', |
| |
| ' confronted', |
| |
| 'aced', |
| |
| ' encountered', |
| |
| ' dared', |
| |
| ' racked', |
| |
| ' risked', |
| |
| ' fared', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'fac-family', 1 |
|
|
| def prog_L02F21465(input_tokens): |
| """46 token families, 54 surface forms (train F1 of the uncapped optimum: 0.872). |
| Fires at 5,483 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to qualifications and fundraising""" |
| |
| fire = { |
| |
| ' supporter', |
| |
| ' fundraiser', |
| |
| ' qualifier', ' qualifiers', |
| |
| 'ifier', 'ifiers', |
| |
| ' wrestler', ' wrestlers', |
| |
| ' racer', ' Racer', |
| |
| 'afe', |
| |
| ' distributor', |
| |
| ' mechanic', |
| |
| ' moniker', |
| |
| ' Gamer', |
| |
| 'liner', |
| |
| ' slurs', |
| |
| ' mathematician', |
| |
| ' PRO', |
| |
| ' accelerator', |
| |
| ' fundra', |
| |
| 'Writer', |
| |
| ' wrapper', |
| |
| ' convertible', |
| |
| ' Aero', |
| |
| 'factor', 'Factor', |
| |
| ' semif', |
| |
| ' helper', ' helpers', 'Helper', |
| |
| 'lied', |
| |
| ' antagonist', ' antagonists', |
| |
| ' mixer', |
| |
| ' mul', |
| |
| 'umper', |
| |
| ' Hiro', |
| |
| ' slider', |
| |
| ' semantic', |
| |
| ' blocker', |
| |
| ' laborers', |
| |
| ' caregivers', |
| |
| ' Constant', |
| |
| ' formulation', |
| |
| ' heater', |
| |
| 'lator', |
| |
| ' filler', |
| |
| ' shader', |
| |
| ' selector', |
| |
| ' transformer', |
| |
| ' loader', |
| |
| ' cutoff', |
| |
| ' additives', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'support-family', 1 |
|
|
| def prog_L02F21467(input_tokens): |
| """39 token families, 40 surface forms (train F1 of the uncapped optimum: 0.855). |
| Fires at 4,053 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to challenges or difficulties""" |
| |
| fire = { |
| |
| ' tricky', |
| |
| 'icky', |
| |
| ' delicate', |
| |
| ' notoriously', |
| |
| ' problematic', |
| |
| ' quirky', |
| |
| ' daunting', |
| |
| ' sticky', |
| |
| ' snag', |
| |
| 'iggle', |
| |
| ' mystical', ' mystic', |
| |
| ' murky', |
| |
| ' thorn', |
| |
| ' pesky', |
| |
| ' dod', |
| |
| ' shady', |
| |
| ' slippery', |
| |
| 'intuitive', |
| |
| ' grapple', |
| |
| ' knack', |
| |
| 'undrum', |
| |
| ' pitfalls', |
| |
| ' troublesome', |
| |
| ' nifty', |
| |
| ' treacherous', |
| |
| ' dangling', |
| |
| ' arcane', |
| |
| ' sneaky', |
| |
| ' mastery', |
| |
| ' naughty', |
| |
| 'razy', |
| |
| 'stic', |
| |
| ' nuances', |
| |
| 'thal', |
| |
| ' Trick', |
| |
| ' ledge', |
| |
| ' perilous', |
| |
| 'iery', |
| |
| ' trig', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'tricky-family', 1 |
|
|
| def prog_L02F21468(input_tokens): |
| """37 token families, 40 surface forms (train F1 of the uncapped optimum: 0.828). |
| Fires at 3,962 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to specific names, particularly "Alexis" and "Alexa" """ |
| |
| fire = { |
| |
| 'Alex', |
| |
| ' Alexis', |
| |
| ' Alexandria', |
| |
| ' Alexa', |
| |
| ' Isis', |
| |
| ' Santiago', |
| |
| ' 134', '134', |
| |
| ' Andreas', |
| |
| 'ū', |
| |
| 'adia', |
| |
| 'és', |
| |
| 'alis', |
| |
| ' Alexand', |
| |
| 'elong', |
| |
| ' Martial', |
| |
| ' metre', |
| |
| ' anal', |
| |
| ' 183', '183', |
| |
| ' 173', '173', |
| |
| 'ulia', |
| |
| '168', |
| |
| ' Semi', |
| |
| ' Louie', |
| |
| ' anth', |
| |
| ' arcs', |
| |
| 'anchez', |
| |
| 'onis', |
| |
| 'arie', |
| |
| 'aida', |
| |
| 'ierra', |
| |
| '&&', |
| |
| ' Ascend', |
| |
| ' Makoto', |
| |
| ' Artemis', |
| |
| 'emis', |
| |
| ' Somers', |
| |
| ' Seller', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'alex-family', 1 |
|
|
| def prog_L02F21469(input_tokens): |
| """45 token families, 56 surface forms (train F1 of the uncapped optimum: 0.599). |
| Fires at 12,692 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms associated with the start or beginning of something""" |
| |
| fire = { |
| |
| ' start', 'started', ' Starts', ' START', |
| |
| ' origins', ' Origins', |
| |
| 'ounced', 'ouncing', 'ounces', |
| |
| ' kicks', |
| |
| ' establishing', 'establish', |
| |
| ' Initially', 'Initially', ' initialization', ' initialized', |
| |
| ' emergence', |
| |
| ' inception', |
| |
| ' kickoff', |
| |
| ' onset', |
| |
| ' beginnings', |
| |
| 'Firstly', ' Firstly', |
| |
| ' foray', |
| |
| 'etime', |
| |
| 'urated', |
| |
| ' introductory', |
| |
| ' fledgling', |
| |
| ' primer', |
| |
| 'iens', |
| |
| ' outset', |
| |
| ' commencement', |
| |
| ' backstory', |
| |
| ' groundwork', |
| |
| ' nascent', |
| |
| 'iminary', |
| |
| ' Begins', |
| |
| 'fledged', |
| |
| ' infancy', |
| |
| ' commence', |
| |
| 'strap', |
| |
| 'actic', |
| |
| ' precursor', |
| |
| ' foothold', |
| |
| ' commenced', |
| |
| 'ODUCT', |
| |
| 'nings', |
| |
| ' sprang', |
| |
| ' foundational', |
| |
| ' induction', |
| |
| ' takeoff', |
| |
| ' refres', |
| |
| ' impetus', |
| |
| ' handshake', |
| |
| 'FIR', |
| |
| 'ixties', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'start-family', 1 |
|
|
| def prog_L02F21470(input_tokens): |
| """10 token families, 15 surface forms (train F1 of the uncapped optimum: 0.855). |
| Fires at 4,043 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "expand" """ |
| |
| fire = { |
| |
| ' expand', ' expanding', ' expanded', ' expands', ' Expand', |
| |
| 'exp', 'Exp', |
| |
| ' enlarge', |
| |
| ' customize', |
| |
| ' broaden', |
| |
| ' specialize', |
| |
| ' refine', |
| |
| ' widen', |
| |
| ' multiply', |
| |
| ' devast', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'expand-family', 1 |
|
|
| def prog_L02F21471(input_tokens): |
| """47 token families, 57 surface forms (train F1 of the uncapped optimum: 0.864). |
| Fires at 13,802 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to group affiliation and hierarchical roles""" |
| |
| fire = { |
| |
| ' riders', ' Riders', |
| |
| 'Members', 'members', |
| |
| ' Relations', 'Relations', 'relations', |
| |
| ' musicians', |
| |
| ' adventures', |
| |
| ' Lakes', ' lakes', |
| |
| ' judges', |
| |
| ' professors', |
| |
| 'arians', |
| |
| ' sponsors', |
| |
| ' Guardians', ' guardians', |
| |
| ' homeowners', |
| |
| 'offs', |
| |
| ' tribes', |
| |
| ' dealers', |
| |
| ' receivers', |
| |
| ' tires', |
| |
| 'owners', ' Owners', |
| |
| ' icons', |
| |
| ' Predators', |
| |
| ' apples', |
| |
| 'Stars', |
| |
| ' pirates', |
| |
| ' moons', ' Moons', |
| |
| ' lectures', |
| |
| ' listeners', |
| |
| ' Different', 'different', |
| |
| ' swords', ' Swords', |
| |
| ' fortnight', |
| |
| ' companions', |
| |
| ' tiles', |
| |
| ' generals', |
| |
| ' envelop', |
| |
| ' rulers', |
| |
| ' assistants', |
| |
| 'leaders', |
| |
| ' ASUS', |
| |
| ' kings', |
| |
| ' ambassadors', |
| |
| ' distributions', |
| |
| ' Flags', |
| |
| ' dictators', |
| |
| ' trustees', |
| |
| 'isans', |
| |
| ' dens', |
| |
| ' burdens', |
| |
| 'atars', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'rid-family', 1 |
|
|
| def prog_L02F21472(input_tokens): |
| """8 token families, 24 surface forms (train F1 of the uncapped optimum: 0.666). |
| Fires at 75,206 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to proposals and competitive events""" |
| |
| fire = { |
| |
| 'ocked', 'ocking', |
| |
| 'testers', 'test', ' Testing', 'testing', 'Testing', 'tests', |
| |
| 'mitted', 'mittedly', 'mitting', 'mitter', |
| |
| ' Officer', 'Officers', ' Officers', |
| |
| 'otional', 'otions', 'otion', |
| |
| 'onents', 'onent', 'onential', |
| |
| 'ustration', |
| |
| 'rator', 'rators', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'ock-family', 1 |
|
|
| def prog_L02F21474(input_tokens): |
| """37 token families, 37 surface forms (train F1 of the uncapped optimum: 0.865). |
| Fires at 4,180 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to wildfires and their impacts""" |
| |
| fire = { |
| |
| ' winger', |
| |
| ' burned', |
| |
| ' blaze', |
| |
| ' flames', |
| |
| ' Warcraft', |
| |
| ' ransomware', |
| |
| ' volcano', |
| |
| ' wildfire', |
| |
| ' wildfires', |
| |
| ' barbecue', |
| |
| ' Blackburn', |
| |
| ' bestselling', |
| |
| ' Bolivia', |
| |
| ' Meadows', |
| |
| ' avalanche', |
| |
| ' conve', |
| |
| 'andel', |
| |
| 'orde', |
| |
| ' Wilderness', |
| |
| 'ère', |
| |
| ' fentanyl', |
| |
| ' poaching', |
| |
| ' tuberculosis', |
| |
| ' deforestation', |
| |
| 'apon', |
| |
| 'fires', |
| |
| 'rosis', |
| |
| ' fireplace', |
| |
| ' Rebellion', |
| |
| ' fungi', |
| |
| ' renown', |
| |
| ' bandits', |
| |
| ' NF', |
| |
| ' trad', |
| |
| ' Δ', |
| |
| ' aval', |
| |
| 'atchewan', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'wing-family', 1 |
|
|
| def prog_L02F21476(input_tokens): |
| """48 token families, 50 surface forms (train F1 of the uncapped optimum: 0.913). |
| Fires at 5,154 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to specific individuals and their actions or roles""" |
| |
| fire = { |
| |
| ' Dund', |
| |
| ' Pas', |
| |
| ' UV', 'UV', |
| |
| ' Kiw', |
| |
| ' Ib', ' ib', |
| |
| ' Gib', |
| |
| ' Flan', |
| |
| ' 220', |
| |
| ' Fuj', |
| |
| ' Bun', |
| |
| ' Yaz', |
| |
| ' Bever', |
| |
| ' Bauer', |
| |
| ' Cran', |
| |
| ' Sas', |
| |
| ' Wick', |
| |
| 'oba', |
| |
| ' Nich', |
| |
| ' Kodi', |
| |
| 'BIL', |
| |
| ' HPV', |
| |
| ' downed', |
| |
| ' Prairie', |
| |
| ' Isaiah', |
| |
| ' Hud', |
| |
| ' Bigfoot', |
| |
| ' Eucl', |
| |
| ' Hav', |
| |
| ' Goose', |
| |
| ' Schl', |
| |
| ' Hib', |
| |
| ' Kuh', |
| |
| ' Hes', |
| |
| ' Scotch', |
| |
| ' iP', |
| |
| ' Aram', |
| |
| ' Fuji', |
| |
| ' Baz', |
| |
| ' Pip', |
| |
| ' beck', |
| |
| ' GHC', |
| |
| ' Cros', |
| |
| ' Klu', |
| |
| ' subtitle', |
| |
| ' Bib', |
| |
| ' Tas', |
| |
| ' Bord', |
| |
| ' Pars', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'dund-family', 1 |
|
|
| def prog_L02F21477(input_tokens): |
| """15 token families, 21 surface forms (train F1 of the uncapped optimum: 0.849). |
| Fires at 1,251 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to specific film titles and terminology related to the film industry""" |
| |
| fire = { |
| |
| 'TF', ' TF', 'tf', ' tf', |
| |
| ' ADHD', |
| |
| ' FTC', |
| |
| 'NF', ' NF', |
| |
| 'TG', ' TG', |
| |
| 'EF', |
| |
| ' Ft', |
| |
| ' XY', 'XY', |
| |
| ' hoc', |
| |
| ' Highlander', |
| |
| 'chieve', |
| |
| ' Trainer', |
| |
| 'FH', |
| |
| '="#', |
| |
| ' Cosmetic', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'tf-family', 1 |
|
|
| def prog_L02F21478(input_tokens): |
| """44 token families, 55 surface forms (train F1 of the uncapped optimum: 0.737). |
| Fires at 4,226 of 36,786,566 positions.""" |
| |
| """prev SAE description: keywords related to debugging processes in programming""" |
| |
| fire = { |
| |
| ' Developer', |
| |
| ' Tools', |
| |
| ' logs', |
| |
| ' debug', 'Debug', ' Debug', 'debug', 'DEBUG', |
| |
| ' IDE', |
| |
| ' Dexter', |
| |
| ' Tue', 'Tue', |
| |
| '0000', ' 0000', |
| |
| 'ourmet', |
| |
| ' debugging', ' debugger', |
| |
| 'JA', ' JA', |
| |
| 'traumatic', |
| |
| ' derogatory', |
| |
| ' visualize', |
| |
| ' dye', |
| |
| ' visualization', |
| |
| ' abnormal', |
| |
| ' diagnostic', |
| |
| ' coded', |
| |
| ' Console', 'console', 'Console', |
| |
| 'db', |
| |
| ' profiling', |
| |
| 'sta', |
| |
| ' pessim', |
| |
| ' Jere', |
| |
| ' Bowman', |
| |
| 'ostics', |
| |
| 'INFO', ' INFO', |
| |
| ' optimizations', |
| |
| 'hooting', |
| |
| 'optim', |
| |
| ' mono', |
| |
| ' decode', |
| |
| ' SPI', |
| |
| ' decoding', |
| |
| ' Prophe', |
| |
| ' logger', |
| |
| 'dump', |
| |
| 'MQ', |
| |
| ' aux', |
| |
| ' indent', |
| |
| ' repro', |
| |
| 'TAG', |
| |
| 'trace', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'develop-family', 1 |
|
|
| def prog_L02F21479(input_tokens): |
| """37 token families, 60 surface forms (train F1 of the uncapped optimum: 0.830). |
| Fires at 9,725 of 36,786,566 positions.""" |
| |
| """prev SAE description: specifications related to computer hardware and memory capacity""" |
| |
| fire = { |
| |
| ' 64', |
| |
| '96', ' 96', |
| |
| ' 32', |
| |
| ' 1996', |
| |
| ' 160', '160', |
| |
| ' 1920', '1920', |
| |
| ' 128', '128', |
| |
| ' 112', '112', |
| |
| ' 320', '320', |
| |
| ' 1600', '1600', |
| |
| ' 256', '256', |
| |
| ' 127', '127', |
| |
| ' 129', '129', |
| |
| ' 126', '126', |
| |
| ' 136', '136', |
| |
| ' Meadows', |
| |
| ' 152', '152', |
| |
| 'rator', |
| |
| ' 224', '224', |
| |
| ' 132', '132', |
| |
| '255', ' 255', |
| |
| ' 208', '208', |
| |
| ' 512', '512', |
| |
| ' 176', '176', |
| |
| ' doubles', |
| |
| ' 192', '192', |
| |
| ' 480', |
| |
| '640', ' 640', |
| |
| '144', |
| |
| 'isy', |
| |
| 'shared', ' Shared', |
| |
| ' Blaze', |
| |
| ' 131', |
| |
| ' unsigned', 'unsigned', |
| |
| ' Faster', |
| |
| 'Secure', |
| |
| ' 254', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '64-family', 1 |
|
|
| def prog_L02F21480(input_tokens): |
| """48 token families, 71 surface forms (train F1 of the uncapped optimum: 0.878). |
| Fires at 18,088 of 36,786,566 positions.""" |
| |
| """prev SAE description: the name "Vaughn" and related variations""" |
| |
| fire = { |
| |
| 'VE', |
| |
| ' Voting', ' Voter', ' Voters', 'votes', ' vot', |
| |
| ' Vision', 'Vision', |
| |
| ' Violence', ' Viol', |
| |
| ' Victory', |
| |
| ' Vital', ' Vit', ' vit', |
| |
| ' Viking', ' Vik', 'vik', 'viks', |
| |
| ' Vid', 'vid', 'VID', ' VID', |
| |
| ' Vand', ' Vander', |
| |
| ' Ventures', 'ventures', |
| |
| ' Version', 'Version', |
| |
| ' Vive', |
| |
| ' Vernon', |
| |
| ' Value', 'Value', |
| |
| ' Vil', ' vil', |
| |
| ' Vehicle', |
| |
| ' USL', |
| |
| ' Vim', ' vim', 'vim', |
| |
| ' Vu', 'vu', |
| |
| ' Vick', |
| |
| ' Vista', |
| |
| ' Vampire', |
| |
| ' Vanity', ' vanity', |
| |
| ' Visa', |
| |
| ' vodka', |
| |
| 'vote', |
| |
| ' DUI', |
| |
| ' XV', |
| |
| ' Vega', |
| |
| ' Vader', |
| |
| ' Vanderbilt', |
| |
| ' Vog', |
| |
| ' Venture', |
| |
| ' Vehicles', |
| |
| ' vibe', |
| |
| ' vandalism', |
| |
| ' valuation', |
| |
| ' Ventura', |
| |
| ' PV', |
| |
| ' Vij', |
| |
| ' Vald', |
| |
| ' volatility', |
| |
| ' Polar', |
| |
| ' Volvo', |
| |
| ' Vac', |
| |
| ' Ultron', |
| |
| 'vell', |
| |
| ' Vance', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 've-family', 1 |
|
|
| def prog_L02F21481(input_tokens): |
| """16 token families, 19 surface forms (train F1 of the uncapped optimum: 0.859). |
| Fires at 2,239 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the word "loud" and related terms indicating high volume or intensity""" |
| |
| fire = { |
| |
| ' loud', ' loudly', ' louder', ' Loud', |
| |
| ' ferv', |
| |
| ' noisy', |
| |
| 'tall', |
| |
| ' catchy', |
| |
| ' flashy', |
| |
| ' obnoxious', |
| |
| ' brav', |
| |
| ' pomp', |
| |
| ' conspicuous', |
| |
| ' SPL', |
| |
| ' quieter', |
| |
| ' larg', |
| |
| ' vehement', |
| |
| 'ukemia', |
| |
| ' cig', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'loud-family', 1 |
|
|
| def prog_L02F21482(input_tokens): |
| """5 token families, 5 surface forms (train F1 of the uncapped optimum: 0.847). |
| Fires at 1,530 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the name "El" and related contexts in the text""" |
| |
| fire = { |
| |
| 'El', |
| |
| ' Elite', |
| |
| ' elites', |
| |
| ' Yel', |
| |
| 'Elf', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'el-family', 1 |
|
|
| def prog_L02F21483(input_tokens): |
| """47 token families, 50 surface forms (train F1 of the uncapped optimum: 0.851). |
| Fires at 4,112 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to specific places, particularly "Norfolk" and "Norwich." """ |
| |
| fire = { |
| |
| 'Nor', 'NOR', 'nor', |
| |
| ' Norfolk', |
| |
| ' Norwich', |
| |
| 'organ', |
| |
| ' Hampton', |
| |
| 'NAT', 'Nat', |
| |
| ' closures', |
| |
| ' Portsmouth', |
| |
| ' noisy', |
| |
| ' fant', |
| |
| ' Yor', |
| |
| ' Canary', |
| |
| ' NT', |
| |
| ' Suffolk', |
| |
| ' Eg', |
| |
| ' mend', |
| |
| ' Cornwall', |
| |
| 'irens', |
| |
| ' vans', |
| |
| 'folk', |
| |
| ' vil', |
| |
| ' Moran', |
| |
| ' Holden', |
| |
| ' Wag', |
| |
| ' rotting', |
| |
| ' Ik', |
| |
| ' Ghosts', |
| |
| ' FreeBSD', |
| |
| ' Natasha', |
| |
| ' lobster', |
| |
| ' linux', |
| |
| ' Opportun', |
| |
| ' Vor', |
| |
| ' dere', |
| |
| ' Maurit', |
| |
| ' LX', |
| |
| ' matured', |
| |
| ' Outs', |
| |
| ' Turtle', |
| |
| ' mainline', |
| |
| 'fn', |
| |
| 'regulated', |
| |
| ' CentOS', |
| |
| 'aryl', |
| |
| 'inburgh', |
| |
| ' Noir', |
| |
| ' Shoals', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'nor-family', 1 |
|
|
| def prog_L02F21484(input_tokens): |
| """46 token families, 49 surface forms (train F1 of the uncapped optimum: 0.800). |
| Fires at 2,949 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of zoos and related subjects""" |
| |
| fire = { |
| |
| ' Zo', ' zo', |
| |
| ' Clo', ' clo', |
| |
| 'ZA', ' Za', |
| |
| ' algae', |
| |
| 'anim', |
| |
| ' Hawai', |
| |
| ' microscopic', |
| |
| ' phen', |
| |
| ' Kepler', |
| |
| 'zilla', |
| |
| ' biologists', |
| |
| ' emph', |
| |
| 'aclysm', |
| |
| ' Sloan', |
| |
| 'ozo', |
| |
| ' Whale', |
| |
| ' crept', |
| |
| 'oslov', |
| |
| ' PLoS', |
| |
| ' monog', |
| |
| '!:', |
| |
| ' Zionism', |
| |
| ' hect', |
| |
| ' veterin', |
| |
| 'oS', |
| |
| ' surg', |
| |
| ' Zi', |
| |
| ' astron', |
| |
| ' torped', |
| |
| ' Dian', |
| |
| 'idious', |
| |
| 'OLOG', |
| |
| 'xf', |
| |
| 'swing', |
| |
| '649', |
| |
| ' propagate', |
| |
| '644', |
| |
| ' resear', |
| |
| 'レ', |
| |
| ' Oo', |
| |
| ' 432', |
| |
| 'lesi', |
| |
| 'oufl', |
| |
| '635', |
| |
| 'か', |
| |
| ' anecd', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'zo-family', 1 |
|
|
| def prog_L02F21485(input_tokens): |
| """9 token families, 9 surface forms (train F1 of the uncapped optimum: 0.676). |
| Fires at 1,407 of 36,786,566 positions.""" |
| |
| """prev SAE description: instances of the word "precise" and its variations, indicating a focus on accuracy and exactness""" |
| |
| fire = { |
| |
| ' precise', |
| |
| ' exact', |
| |
| ' pinpoint', |
| |
| ' intricate', |
| |
| ' approximate', |
| |
| ' meticulous', |
| |
| ' exquisite', |
| |
| ' finer', |
| |
| 'cise', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'precise-family', 1 |
|
|
| def prog_L02F21486(input_tokens): |
| """21 token families, 21 surface forms (train F1 of the uncapped optimum: 0.896). |
| Fires at 2,116 of 36,786,566 positions.""" |
| |
| """prev SAE description: the special character "âĦ¢" often associated with product specifications or technical details""" |
| |
| fire = { |
| |
| '™', |
| |
| '®', |
| |
| ' LIVE', |
| |
| '´', |
| |
| 'Available', |
| |
| '?,', |
| |
| '?:', |
| |
| '²', |
| |
| ' SOL', |
| |
| ' Remix', |
| |
| ' Highlander', |
| |
| ' Tape', |
| |
| ' Authent', |
| |
| 'ル', |
| |
| 'ω', |
| |
| '™:', |
| |
| ' Allaah', |
| |
| ' TBA', |
| |
| ' Bastard', |
| |
| '\\"', |
| |
| 'ersion', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return '™-family', 1 |
|
|
| def prog_L02F21487(input_tokens): |
| """32 token families, 34 surface forms (train F1 of the uncapped optimum: 0.810). |
| Fires at 3,472 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to automation and automated technology""" |
| |
| fire = { |
| |
| ' Autom', ' autom', 'Autom', |
| |
| ' automation', |
| |
| ' automotive', |
| |
| 'smart', |
| |
| ' Comput', |
| |
| ' Aircraft', |
| |
| ' Iw', |
| |
| ' Xia', |
| |
| ' automobiles', |
| |
| ' refriger', |
| |
| ' automate', |
| |
| 'rahim', |
| |
| 'artment', |
| |
| 'onom', |
| |
| ' mechan', |
| |
| ' femin', |
| |
| ' Automatic', |
| |
| 'ECH', |
| |
| 'obiles', |
| |
| ' autos', |
| |
| ' biom', |
| |
| 'etsk', |
| |
| ' actu', |
| |
| 'Veh', |
| |
| ' electrom', |
| |
| 'effic', |
| |
| 'ankind', |
| |
| ' AUT', |
| |
| 'riger', |
| |
| 'ASY', |
| |
| ' pneum', |
| |
| ' EQU', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'autom-family', 1 |
|
|
| def prog_L02F21488(input_tokens): |
| """13 token families, 17 surface forms (train F1 of the uncapped optimum: 0.809). |
| Fires at 1,917 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to bulls or bull-related terminology""" |
| |
| fire = { |
| |
| ' bull', ' Bull', 'bull', 'Bull', ' bulls', |
| |
| ' bullshit', |
| |
| ' ox', |
| |
| '****', |
| |
| '…..', |
| |
| 'antom', |
| |
| 'exempt', |
| |
| ' buffalo', |
| |
| ' ll', |
| |
| 'allic', |
| |
| 'ollar', |
| |
| ' 666', |
| |
| 'OOOO', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'bull-family', 1 |
|
|
| def prog_L02F21489(input_tokens): |
| """16 token families, 16 surface forms (train F1 of the uncapped optimum: 0.849). |
| Fires at 2,257 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of the name "Garcia." """ |
| |
| fire = { |
| |
| ' Garcia', |
| |
| '66', |
| |
| ' Gonzalez', |
| |
| ' Liu', |
| |
| ' Gaga', |
| |
| ' Byrne', |
| |
| 'audio', |
| |
| ' Garc', |
| |
| ' scarf', |
| |
| ' sung', |
| |
| ' Gibraltar', |
| |
| ' salsa', |
| |
| ' DAC', |
| |
| 'gado', |
| |
| 'gha', |
| |
| ' SAR', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'garcia-family', 1 |
|
|
| def prog_L02F21490(input_tokens): |
| """26 token families, 32 surface forms (train F1 of the uncapped optimum: 0.912). |
| Fires at 2,299 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the word "sam." """ |
| |
| fire = { |
| |
| 'Sam', ' sam', ' SAM', 'sam', 'SAM', |
| |
| ' sampling', ' sampled', |
| |
| ' Samurai', ' samurai', |
| |
| ' seminal', |
| |
| ' Samantha', |
| |
| ' MSI', |
| |
| ' pian', |
| |
| ' tad', |
| |
| ' Metroid', |
| |
| ' Samoa', |
| |
| ' Sammy', |
| |
| ' Samson', |
| |
| 'rahim', |
| |
| ' menstrual', |
| |
| ' tigers', |
| |
| 'romy', |
| |
| ' silhou', |
| |
| 'amples', |
| |
| ' caric', |
| |
| 'stasy', |
| |
| 'atana', |
| |
| 'session', |
| |
| 'sample', |
| |
| 'sg', |
| |
| ' md', |
| |
| ' sd', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'sam-family', 1 |
|
|
| def prog_L02F21491(input_tokens): |
| """11 token families, 13 surface forms (train F1 of the uncapped optimum: 0.964). |
| Fires at 16,969 of 36,786,566 positions.""" |
| |
| """prev SAE description: occurrences of the letter "n" """ |
| |
| fire = { |
| |
| 'N', 'n', 'ön', |
| |
| 'nor', |
| |
| 'nn', |
| |
| 'Nap', |
| |
| 'nas', |
| |
| 'mn', |
| |
| 'ln', |
| |
| 'nuclear', |
| |
| 'rn', |
| |
| 'cn', |
| |
| 'dn', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'n-family', 1 |
|
|
| def prog_L02F21493(input_tokens): |
| """42 token families, 51 surface forms (train F1 of the uncapped optimum: 0.803). |
| Fires at 4,848 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to haunted themes or entities""" |
| |
| fire = { |
| |
| ' haunted', ' haunting', ' haunt', ' Haunted', 'Haunted', |
| |
| ' plagued', |
| |
| ' ghosts', ' Ghosts', |
| |
| ' Historic', |
| |
| 'aunted', 'aunting', |
| |
| 'ooky', |
| |
| 'chester', |
| |
| ' Horror', |
| |
| ' creepy', |
| |
| ' possessed', |
| |
| ' unsettling', |
| |
| 'FB', 'fb', |
| |
| ' inhabited', |
| |
| ' nightmares', ' Nightmares', |
| |
| ' dogged', |
| |
| ' eerie', |
| |
| ' gh', |
| |
| ' hive', ' Hive', |
| |
| 'holm', |
| |
| ' plag', |
| |
| ' reverber', |
| |
| 'abre', |
| |
| 'ranean', |
| |
| ' stained', |
| |
| ' reclaimed', |
| |
| ' evoke', |
| |
| 'idated', |
| |
| 'lah', |
| |
| ' Keeper', |
| |
| 'urbed', |
| |
| ' Furn', |
| |
| ' haun', |
| |
| ' entertained', |
| |
| 'ernal', |
| |
| ' Cavern', |
| |
| 'ifled', |
| |
| ' Hound', |
| |
| ' Mim', |
| |
| ' enchanted', |
| |
| ' Frenzy', |
| |
| 'chanted', |
| |
| 'auder', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'haunt-family', 1 |
|
|
| def prog_L02F21495(input_tokens): |
| """40 token families, 51 surface forms (train F1 of the uncapped optimum: 0.893). |
| Fires at 3,056 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to the game development company Obsidian Entertainment""" |
| |
| fire = { |
| |
| ' Observer', ' observ', ' Observ', ' observable', |
| |
| ' Obs', 'Obs', ' obs', |
| |
| ' Occ', ' occ', 'Occ', |
| |
| 'sn', |
| |
| ' AW', |
| |
| ' Nex', |
| |
| ' Nightmare', |
| |
| ' inexpl', |
| |
| ' Revis', |
| |
| 'pred', 'Pred', |
| |
| ' Rez', |
| |
| ' Philos', |
| |
| 'outine', |
| |
| ' unn', |
| |
| 'irsch', |
| |
| ' unrem', |
| |
| ' appar', |
| |
| 'Ign', |
| |
| ' PRES', |
| |
| ' Bers', |
| |
| ' Poss', |
| |
| ' Sabbath', |
| |
| ' unex', |
| |
| ' EXP', |
| |
| ' Reck', |
| |
| ' extrap', |
| |
| ' inspir', |
| |
| 'Compar', ' compar', |
| |
| '?]', |
| |
| ' obj', 'obj', ' Obj', |
| |
| ' vom', |
| |
| 'Pract', |
| |
| ' repet', |
| |
| ' recomm', |
| |
| 'isec', |
| |
| ' compuls', |
| |
| '------------------------', |
| |
| ' █', |
| |
| ' phenomen', |
| |
| 'esthes', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'observ-family', 1 |
|
|
| def prog_L02F21496(input_tokens): |
| """37 token families, 56 surface forms (train F1 of the uncapped optimum: 0.930). |
| Fires at 21,532 of 36,786,566 positions.""" |
| |
| """prev SAE description: references to specific years and events associated with those years""" |
| |
| fire = { |
| |
| 'Three', ' Three', 'three', |
| |
| ' 43', '43', |
| |
| ' 33', |
| |
| ' 2003', '2003', |
| |
| ' 53', '53', |
| |
| '03', ' 03', |
| |
| ' 63', '63', |
| |
| ' 73', '73', |
| |
| ' 93', '93', |
| |
| ' 83', '83', |
| |
| ' 1993', '1993', |
| |
| ' trio', |
| |
| '57', |
| |
| ' 1983', '1983', |
| |
| ' Large', 'Large', |
| |
| ' 1973', '1973', |
| |
| ' sisters', |
| |
| ' 1963', '1963', |
| |
| ' 103', '103', |
| |
| '84', |
| |
| ' 123', '123', |
| |
| ' 113', '113', |
| |
| ' 1939', |
| |
| ' 1957', |
| |
| '81', |
| |
| ' 1953', |
| |
| ' 1933', |
| |
| ' 1943', |
| |
| 'enburg', |
| |
| ' creamy', |
| |
| ' 153', '153', |
| |
| ' Rwanda', |
| |
| '!!!!', |
| |
| ' 1923', |
| |
| ' CDs', |
| |
| ' 1913', |
| |
| ' rapists', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'three-family', 1 |
|
|
| def prog_L02F21497(input_tokens): |
| """14 token families, 16 surface forms (train F1 of the uncapped optimum: 0.799). |
| Fires at 7,033 of 36,786,566 positions.""" |
| |
| """prev SAE description: mentions of Iraq and related events or contexts""" |
| |
| fire = { |
| |
| ' Iraq', 'Iraq', |
| |
| ' Iraqi', ' Iraqis', |
| |
| ' Libya', |
| |
| ' Baghdad', |
| |
| ' Saddam', |
| |
| ' Hussein', |
| |
| ' Kosovo', |
| |
| ' Bosnia', |
| |
| 'ujah', |
| |
| 'iyah', |
| |
| ' Terrorism', |
| |
| 'Library', |
| |
| 'amia', |
| |
| 'ql', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'iraq-family', 1 |
|
|
| def prog_L02F21498(input_tokens): |
| """45 token families, 47 surface forms (train F1 of the uncapped optimum: 0.733). |
| Fires at 5,394 of 36,786,566 positions.""" |
| |
| """prev SAE description: terms related to destabilization and instability""" |
| |
| fire = { |
| |
| ' provocative', |
| |
| ' crises', |
| |
| ' weakening', ' weaken', |
| |
| ' instability', |
| |
| ' sectarian', |
| |
| ' unstable', |
| |
| ' overthrow', |
| |
| ' geopolitical', |
| |
| 'abil', |
| |
| ' dysfunction', |
| |
| ' destabil', |
| |
| ' blackmail', |
| |
| ' unsettling', |
| |
| ' Kissinger', |
| |
| ' intrigue', |
| |
| ' dictators', |
| |
| ' disinformation', |
| |
| ' unsustainable', |
| |
| ' Prosper', |
| |
| ' collapsing', |
| |
| ' agendas', |
| |
| ' arming', |
| |
| ' disrupting', |
| |
| ' superpower', |
| |
| ' mercenaries', |
| |
| 'olitics', |
| |
| ' uncontroll', |
| |
| ' provocation', |
| |
| ' Elastic', |
| |
| 'stan', |
| |
| ' topple', |
| |
| ' stabil', |
| |
| ' puppet', |
| |
| ' Eur', |
| |
| ' hegemony', |
| |
| ' resonance', ' Reson', |
| |
| ' geop', |
| |
| 'agate', |
| |
| ' Scholar', |
| |
| 'ocative', |
| |
| ' mesmer', |
| |
| 'south', |
| |
| ' imperialist', |
| |
| 'uras', |
| |
| ' dele', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'provocat-family', 1 |
|
|
| def prog_L02F21499(input_tokens): |
| """7 token families, 13 surface forms (train F1 of the uncapped optimum: 0.900). |
| Fires at 12,372 of 36,786,566 positions.""" |
| |
| """prev SAE description: questions that start with "Why." """ |
| |
| fire = { |
| |
| ' why', 'Why', ' Why', 'why', ' WHY', |
| |
| 'WH', |
| |
| ' Isn', 'Isn', |
| |
| ' Reasons', |
| |
| ' Understanding', |
| |
| ' Huh', 'Huh', |
| |
| ' inexplicable', |
| } |
| token = input_tokens[-1] |
| if token not in fire: |
| return "no match", 0 |
| return 'why-family', 1 |
|
|
