nickumia / nlp

Natural Language Processing Core
GNU General Public License v3.0
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Create Robot Locomotion Translator #8

Open nickumia opened 2 years ago

nickumia commented 2 years ago

Utilizing the fuzzy meaning algorithm in Lalita, a word connection network can be generated. The idea would be to do the following,

Future feature,

Translation, Prediction, Meaning Association... all very different, but tied into the problem above.

nickumia commented 2 years ago

Starting with the simplest use case:

nickumia commented 2 years ago

A decent amount of progress has been made on the nlp-backend for this. Word associations need to be tighter so that relationships are more meaningful. Preliminary results show that there is too much overlap between words that should be different. Ironically, this isn't wrong, it's just the wrong perspective on the word associations for the problem at hand.

Left and Right can be very similar, but for the purposes of choosing a direction, left and right are almost complete opposites.

nickumia commented 1 year ago

Update: Given the long break in development, I've decided to merge the old code and try to revive/optimize some things while rediscovering pretty much everything I had done in the past haha.. This will take some more time to solidify the codebase.

nickumia commented 8 months ago

Some categorizations that I have been trying to save... if this ever gets revived haha

Drive ```python {0: ['drive'], 1: {'force': 7, 'go-kart': 1, 'achieve': 1, 'object': 3, 'stroke': 1, 'speed': 1, 'wheels': 1, 'fact': 1, 'because': 5, 'vehicle': 7, 'innate': 1, 'b': 1, 'bad': 1, 'considered': 1, 'e': 1, 'go': 1, 'words': 1, 'someone': 3, 'made': 1, 'attacking': 1, 'way': 1, 'need': 1, 's': 1, 'bat': 1, 'games': 1, 'place': 1, 'forceful': 1, 'something': 1, 'raise': 1, 'flies': 2, 'transmission': 1, 'motor': 3, 'feeling': 1, 'particular': 3, 'direction': 4, 'otherwise': 3, 'animals': 2, 'number': 1, 'driving': 1, 'you': 1, 'town': 1, 'school': 1, 'truck': 1, 'travel': 1, 'me': 1, 'propel': 1, 'moves': 1, 'uses': 1, 'carry': 2, 'multi-functioning': 1, 'purpose': 1, 'specified': 3, 'free': 1, 'organized': 1, 'expel': 3, 'act': 2, 'lot': 1, 'is': 3, 'used': 1, 'd': 1, 'biologically': 1, 'often': 1, 'power': 1, 'guide': 2, 'people': 2, 'intransitive': 1, 'compel': 1, 'send': 3, 'undesirable': 1, 'money': 1, 'his': 1, 'especially': 1, 'manner': 1, 'ball': 1, 'compulsion': 1, 'group': 1, 'urge': 2, 'somewhere': 1, 'swing': 1, 'transitive': 2, 'goal': 1, 'racket': 1, 'inappropriate': 1, 'it': 1, 'drove': 1, 'foot': 1, 'he': 1, 'attain': 1, 'one': 2, 'determined': 1, 'take': 1, 'operate': 2, 'satisfy': 1, 'effort': 1, 'army': 1, 'etc': 2, 'car': 4, 'journey': 1, 'animal': 2, 'control': 2, 'bus': 1, 'can': 1, 'drive': 11, 'move': 6, 'machinery': 1, 'convey': 1, 'trip': 1, 'destination': 1, 'using': 1, 'movement': 3, 'direct': 1}, 2: {'residential': 1, 'title': 1, 'girl': 1, 'smiles': 1, 'favorable': 2, 'that is': 2, 'rounded': 4, 'thinking': 1, 'compositor': 1, 'knowledge': 1, 'user': 1, 'activate': 1, 'decide': 1, 'informal': 4, 'items': 4, 'following': 4, 'exclamations': 1, 'desirable': 5, 'activity': 7, 'brown': 4, 'played': 1, 'exceptionally': 2, 'label': 1, 'organizations': 1, 'pronunciation': 44, 'produced': 4, 'undertake': 1, 'letters': 2, 'converts': 2, 'offer': 1, 'delineate': 1, 'trills': 1, 'rolled': 1, 'persuaded': 1, 'repetitively': 1, 'rails': 3, 'more': 48, 'eukaryotic': 3, 'repeated': 1, 'impel': 5, 'spanish': 1, 'larger': 11, 'special': 6, 'vegan': 1, 'footing': 1, 'fame': 1, 'saw': 2, 'slap': 1, 'up': 2, 'settlement': 2, 'plan': 5, 'pop': 1, 'very': 11, 'annoying': 1, 'concentrated': 1, 'launched': 1, 'passed': 1, 'interjection': 1, 'world': 5, 'costing': 2, 'grew': 1, 'c': 9, 'constrained': 1, 'meeting': 2, 'shortest': 2, 'direction': 27, 'considerable': 4, 'lions': 1, 'postcard': 1, 'philosophers': 1, 'function': 9, 'oust': 1, 'town': 10, 'lt': 1, 'walked': 1, 'fetal': 1, 'usually': 43, 'looting': 1, 'propel': 7, 'profits': 1, 'loose': 1, 'stick': 4, 'teacher': 1, 'debts': 3, 'attributive': 1, 'personnel': 1, 'tangible': 2, 'cars': 8, 'play': 16, 'proposed': 1, 'attractive': 2, 'due': 1, 'activates': 1, 'cogent': 1, 'arrangement': 1, 'discovered': 1, 'takers': 1, 'first': 2, 'organized': 18, 'circumstances': 8, 'now': 2, 'building': 5, 'expelling': 1, 'display': 1, 'consist': 1, 'shapes': 1, 'poetry': 2, 'transferring': 1, 'teaching': 2, 'hampered': 1, 'garments': 1, 'limits': 2, 'assume': 2, 'do': 61, 'face': 1, 'brushed': 1, 'pen': 2, 'early': 1, 'warfare': 2, 'terminedly': 1, 'harshly': 1, 'copy': 1, 'still': 3, 'seed': 1, 'valid': 1, 'followed': 8, 'slavery': 1, 'spent': 2, 'unstoppable': 1, 'requirements': 1, 'controls': 1, 'region': 4, 'devoted': 1, 'portion': 2, 'motion': 29, 'saving': 1, "children's": 1, 'illegal': 1, 'it': 89, 'disposed': 1, 'trivial': 1, 'not': 105, 'aim': 13, 'disliked': 1, 'same': 7, 'member': 10, 'membership': 3, 'letter': 6, 'servitude': 1, 'rapidly': 4, 'exceeding': 1, 'connection': 1, 'eminence': 1, 'amusement': 1, 'activities': 2, 'machine': 26, 'feels': 1, 'regard': 1, 'inappropriately': 1, 'car': 37, 'computers': 1, 'adapted': 2, 'dawn': 1, 'basis': 2, 'room': 1, 'discussions': 1, 'convey': 16, 'vehiculum': 1, 'post': 1, 'shoe': 1, 'worker': 1, 'counting': 1, 'information': 5, 'toilet': 1, 'nounplural': 1, 'past': 10, 'desires': 4, 'aside': 1, 'hauled': 1, 'manage': 4, 'object': 70, 'reason': 13, 'crocheted': 1, 'pro': 3, 'expulsion': 1, 'showed': 1, 'v': 2, 'forced': 1, 'classroom': 1, 'sphere': 2, 'silly': 1, 'rabbit': 2, 'intuitive': 1, 'instrument': 1, 'overcoat': 1, 'stop': 3, 'does': 10, 'seat': 5, 'behaves': 2, 'addressed': 2, 'fare': 1, 'helium': 1, 'bits': 2, 'positioning': 1, 'pretense': 2, 'wild': 1, 'shoes': 1, 'concept': 1, 'cricket': 4, 'associated': 3, 'squeeze': 1, 'remarkable': 2, 'gamble': 1, 'ear': 2, 'guilty': 1, 'tells': 1, 'tripped': 1, 'completely': 1, 'report': 1, 'relating': 8, "day's": 1, 'digression': 1, 'making': 7, 'aircraft': 1, 'creation': 1, 'quantities': 1, 'pursue': 1, 'action': 39, 'lay': 2, 'agree': 2, 'language': 4, 'questioning': 1, 'spokes': 1, 'fuss': 1, 'writers': 1, 'urged': 2, 'trusted': 1, 'higher': 5, 'equipped': 4, 'particularly': 4, 'bear': 3, 'got': 3, 'heat': 2, 'felt': 2, 'habituated': 1, 'branch': 1, 'cards': 1, 'look': 1, 'problem': 2, 'ies': 1, 'subsidiaries': 1, 'dealt': 1, 'quicker': 1, 'various': 8, 'skeleton': 2, 'me': 4, 'surface': 5, 'instruction': 4, 'prepared': 1, 'approve': 1, 'tv': 1, 'someplace': 1, 'paperback': 1, 'succinctly': 1, 'decency': 1, 'govern': 1, 'specialized': 5, 'measured': 2, 'zipper': 1, 'vans': 1, 'cet': 2, 'energy': 30, 'microbat': 1, 'accord': 1, 'perception': 2, 'moresee': 1, 'press': 2, 'think': 6, 'air': 13, 'everyday': 2, 'resolved': 4, 'heavy': 5, 'tedium': 1, 'adjectiveadjective': 2, 'skunk': 1, 'trucks': 1, 'criminal': 1, 'depose': 1, 'qualities': 3, 'doing': 12, 'dangerous': 2, 'military': 5, 'walk': 5, 'undesirable': 15, 'wooden': 2, 'horse-drawn': 1, 'would': 3, 'affairs': 4, 'lid': 1, 'adjacent': 1, 'suspended': 2, 'message': 5, 'held': 3, 'organisation': 1, 'launching': 1, 'perpendicular': 1, 'deprive': 2, 'appointing': 1, 'close': 3, 'forelimbs': 1, 'acceptable': 1, 'strict': 1, 'fortuneit': 1, 'meaningful': 1, 'favorite': 1, 'ultimate': 1, 'frustrated': 1, 'attain': 8, 'party': 1, 'decentralized': 1, 'historical': 1, 'food': 9, 'like': 3, 'extend': 2, 'observation': 1, 'unattractive': 1, 'mind': 4, 'script': 1, 'suitable': 8, 'having': 39, 'moved': 9, 'soft': 1, 'online': 4, 'appropriate': 9, 'mouth': 1, 'travelocity': 1, 'continues': 1, 'undergo': 2, "one's": 26, 'deviant': 1, 'restraining': 1, 'effort': 17, 'embargo': 1, 'handmade': 1, 'together': 12, 'refer': 21, 'thought': 6, 'handle': 4, 'desire': 3, 'disappointing': 1, 'track': 1, 'interdependent': 2, 'package': 1, 'statement': 2, 'antibody': 1, 'third-person': 1, 'passing': 2, 'quantity': 7, 'term': 7, 'physically': 2, 'himself': 2, 'websites': 1, 'joules': 1, 'denote': 1, 'familiar': 3, 'attracted': 1, 'influence': 16, 'spaces': 2, 'avail': 3, 'toes': 1, 'kingdom': 9, 'visible': 2, 'printed': 2, 'serve': 2, 'note': 2, 'devices': 2, 'experiment': 2, 'regarded': 3, 'benches': 1, 'friends': 2, 'attempt': 8, 'contented': 2, 'vigor': 1, 'differs': 1, 'possessing': 1, 'achievement': 1, 'extreme': 1, 'badly': 2, 'cetera': 4, 'purposeto': 1, 'words': 18, 'imparts': 3, 'i.e': 4, 'folks': 1, 'alternate': 1, 'way': 71, 'fulfill': 5, 'attached': 3, 'hung': 1, 'know': 4, 'geographical': 2, 'freeride': 1, 'exchanged': 1, 'may': 13, 'repayment': 3, 'hollow': 3, 'speaking': 1, 'law': 3, 'hot': 1, 'thoughtful': 1, 'document': 2, 'are': 58, 'contemplate': 1, 'predetermined': 1, 'persistently': 1, 'formats': 1, 'levy': 1, 'mototec': 1, 'giving': 6, 'dog': 4, 'animals': 12, 'spec': 1, 'defecate': 1, 'legs': 1, 'photographed': 1, 'fall': 2, 'reduce': 2, 'diseased': 1, 'magnitude': 5, 'system': 8, 'ratio': 1, 'linguistics': 1, 'collect': 3, 'north': 1, 'citizens': 1, 'discussion': 2, 'left': 2, 'react': 2, 'manners': 2, 'victory': 2, 'quickly': 3, 'pertaining': 2, 'african': 1, 'pounds': 1, 'phonemes': 1, 'progress': 4, 'whizzes': 1, 'hit': 11, 'purpose': 24, 'them': 8, 'shouting': 1, 'multi-functioning': 1, 'incidents': 1, 'icy': 1, 'tr': 7, 'cm': 2, 'go-karts': 1, 'limit': 1, 'coming': 5, 'existed': 2, 'has': 36, 'agent': 2, 'esp': 10, 'attachment': 1, 'unfairly': 1, 'primary': 2, 'shuttlecock': 1, 'prep': 1, 'hurled': 1, 'nominative': 1, 'sad': 1, 'wickedness': 1, 'ef': 1, 'chisel': 1, 'owned': 3, 'aspire': 1, 'make1': 1, 'formal': 4, 'practice': 4, 'british': 4, 'normally': 3, 'walks': 2, 'organization': 13, 'hog-nosed': 1, 'foxes': 1, 'partners': 1, 'push': 13, 'rise': 1, 'officially': 2, 'convince': 1, 'truly': 1, 'intended': 6, 'needed': 4, 'dreamed': 1, 'carried': 7, 'allows': 3, 'finally': 1, 'tera': 1, 'farmer': 1, 'characterize': 1, 'persuasive': 1, 'successfully': 2, 'vertebrates': 1, 'apart': 2, 'seats': 5, 'embody': 1, 'have': 50, 'rail': 1, 'guided': 1, 'nothing': 2, 'villages': 1, 'dismiss': 2, 'fielding': 1, 'unique': 1, 'transportation': 3, 'fur': 1, 'deciding': 1, 'year': 1, 'require': 6, 'competitive': 1, 'thickly': 2, 'ordinance': 2, 'stones': 2, 'apply': 4, 'conducted': 1, 'whisk': 1, 'competition': 3, 'type': 7, 'issue': 3, 'settled': 2, 'future': 3, 'high-speed': 1, 'frank': 1, 'achieved': 1, 'governmental': 1, 'antiserum': 1, 'estimated': 1, 'dish': 1, 'harming': 1, 'association': 1, 'ect': 3, 'focused': 1, 'search': 2, 'intent': 2, 'watch': 1, 'dreaded': 1, 'multicellular': 7, 'ones': 3, 'begin': 2, 'destiny': 2, 'points': 4, 'dying': 1, 'sensation': 3, 'home': 3, 'given': 10, 'came': 1, 'adds': 1, 'course': 20, 'data': 4, 'express': 4, 'match': 1, 'usu': 4, 'waves': 1, 'lose': 2, 'bodies': 1, 'ob': 1, 'least': 1, 'flush': 1, 'washing': 1, 'lion': 2, 'environmental': 1, 'understudy': 1, 'noun': 42, 'criteria': 1, 'story': 1, 'nipping': 1, 'networks': 1, 'lies': 3, 'controlled': 3, 't': 2, 'certainty': 1, 'along': 3, 'disturbing': 2, 'induced': 1, 'cruelty-free': 1, 'game': 14, 'dance': 4, 'shift': 4, 'possessive': 3, 'definitions': 2, 'mentioned': 13, 'store': 8, 'catching': 2, 'amphetamine': 2, 'then': 3, 'understanding': 1, 'decision': 4, 'measure': 4, 'pump': 1, 'remove': 2, 'register': 1, 'one-horse': 1, 'impelling': 1, 'funds': 1, 'addressing': 1, 'sense': 12, 'discernible': 1, 'buying': 1, 'deal': 2, 'disregard': 1, 'magazine': 1, 'woods': 2, 'waging': 1, 'planned': 2, 'hard-driving': 1, 'high': 5, 'duty': 1, 'personal': 2, 'forceful': 12, 'thus': 3, 'sits': 1, 'change': 23, 'tends': 1, 'abandon': 2, 'talent': 1, 'broadest': 1, 'extremely': 2, 'additional': 28, 'widespread': 1, 'failing': 1, 'cost': 3, 'describe': 5, 'dishonest': 1, 'television': 3, 'construction': 1, 'phrase': 6, 'sleep': 1, 'pressing': 2, 'bondage': 1, 'him': 7, 'touch': 3, 'location': 6, 'discipline': 1, 'derived': 1, 'adj': 5, 'driving': 10, 'multiple-choice': 1, 'school': 16, 'life': 11, 'acted': 1, 'opponents': 1, 'strings': 2, 'intense': 1, 'context': 3, 'travelling': 2, 'directly': 1, 'values': 1, 'episode': 1, 'possession': 6, 'axis': 3, 'craving': 1, 'phenomenon': 1, 'mark': 1, 'column': 2, 'swift': 1, 'arithmetical': 2, 'sustained': 1, 'service': 6, 'networking': 2, 'auction': 2, 'requirement': 1, 'expel': 10, 'nations': 1, 'passenger': 1, 'damage': 2, 'blowing': 1, 'majority': 1, 'parents': 2, 'channel': 1, 'ending': 1, 'transport': 11, 'there': 4, 'articles': 3, 'who is': 2, 'means': 35, 'digitally': 1, 'returning': 2, 'animalis': 2, 'determines': 1, 'touched': 3, 'smell': 2, 'care': 1, 'stands': 6, 'ready-made': 1, 'behaved': 1, 'germinate': 1, 'femoral': 1, 'abundance': 1, 'account': 5, 'show': 4, 'solve': 2, 'kart': 3, 'residence': 1, 'compulsion': 17, 'remain': 2, 'leg': 7, 'monitor': 1, 'functioning': 4, 'self-sufficient': 1, 'employees': 1, 'toxins': 1, 'dinosaur': 1, 'constructing': 1, 'alone': 2, 'case': 1, 'advanced': 1, 'tour': 3, 'racket': 8, 'caused': 4, 'pleasure': 3, 'running': 4, 'inner': 1, 'conduct': 8, 'fuck': 1, 'run': 10, 'straightforward': 1, 'verbs': 4, 'forming': 2, 'elsewhere': 1, 'stern': 1, 'predicative': 1, 'syntax': 3, 'take': 36, 'hand': 8, 'production': 3, 'contentment': 1, 'key': 1, 'charge': 4, 'manipulate': 1, 'sizes': 1, 'spare': 1, 'much': 3, 'changed': 1, 'motorcycles': 2, 'maneuverable': 1, 'deemed': 1, 'allow': 3, 'names': 1, 'nature': 1, 'unqualified': 1, 'drive': 34, 'dogs': 1, 'external': 2, 'golf': 2, 'charmed': 1, 'looks': 1, 'methods': 1, 'behave': 6, 'ancient': 1, 'intervening': 1, 'big': 2, 'divide': 1, 'vehicles': 6, 'participle': 4, 'fruit': 2, 'grandmother': 1, 'naturally': 1, 'implied': 1, 'physics': 3, 'centimeters': 1, 'ambition': 1, 'destructive': 1, 'test': 3, 'movie': 2, 'competen': 1, 'entirely': 1, 'mouselike': 1, 'metal': 2, 'brain': 2, 'serving': 2, 'stimuli': 2, 'containing': 2, 'mistake': 3, 'piece': 7, 'freight': 1, 'accept': 2, 'musical': 3, 'verified': 1, 'best': 1, 'attacked': 2, 'claim': 1, 'three': 1, 'nocturnal': 1, 'watching': 1, 'traditional': 1, 'ahead': 2, 'housefly': 1, 'infinitive': 1, 'generation': 1, 'sentence': 17, 'wording': 1, 'pushed': 1, 'territory': 1, 'measures': 2, 'sell': 1, 'bitches': 1, 'will': 10, 'exactly': 4, 'sexually': 1, 'flies': 10, 'plot': 2, 'depart': 1, 'authoritative': 2, 'particular': 68, 'continuously': 1, 'carries': 7, 'informala': 1, 'speakers': 2, 'vessel': 1, 'highest': 1, 'steps': 3, 'mechanism': 5, 'exceptions': 1, 'short': 7, 'troublesome': 1, 'resulting': 1, 'eject': 3, 'socio-economic': 2, 'reserved': 1, 'looking': 4, 'necessity': 3, 'essential': 5, 'batting': 2, 'plural': 3, 'your': 36, 'homie': 1, 'grow': 2, 'cities': 1, 'password': 1, 'troops': 1, 'picking': 1, 'heels': 1, 'swung': 1, 'responsibility': 2, 'geography': 1, 'airplanes': 2, 'wagon': 1, 'abominable': 1, 'uncertain': 1, 'constrain': 2, 'performer': 1, 'caution': 1, 'feature': 1, 'taking': 7, 'megachiroptera': 1, 'blender': 1, 'closely': 1, 'quality': 7, 'digits': 2, 'peace': 2, 'v.tr': 1, 'exercise': 3, 'responsible': 1, 'income': 1, 'vrbo': 1, 'awareness': 1, 'laws': 3, 'shown': 1, 'sheaf': 2, 'axle': 4, 'randomly': 1, 'emotions': 1, 'hurt': 5, 'project': 2, 'attack': 7, 'representing': 3, 'flat': 2, 'pastime': 1, 'importance': 3, 'named': 7, 'character': 4, 'done': 27, 'carrying': 8, 'state': 30, 'calculations': 2, 'sway': 2, 'putrid': 1, 'conveys': 2, 'visits': 1, 'protesters': 1, 'contents': 1, 'gave': 1, 'exclude': 1, 'sentences': 34, 'indicating': 2, 'enjoy': 1, 'flagstaff': 1, 'perfumes': 1, 'deals': 1, 'takes': 2, 'cafeteria': 1, 'intuitively': 1, 'procedure': 1, 'sensitivity': 2, 'basic': 5, 'mammals': 3, 'writing': 1, 'pointing': 2, 'w': 4, 'marijuana': 1, 'determined': 16, 'drop': 2, 'lift': 7, 'art': 1, 'codified': 1, 'unable': 1, 'several': 2, 'mechanical': 9, 'disagreement': 1, 'naked': 2, 'transeunt': 1, 'belonging': 7, 'disc': 1, 'silverware': 1, 'certain': 21, 'sing': 1, 'allowed': 1, 'pencil-and-paper': 1, 'spoked': 1, 'vital': 1, 'coins': 3, 'resolution': 2, 'talk': 2, 'chariot': 1, 'divides': 1, 'occurrence': 3, 'status': 1, 'spatial': 1, 'acquire': 1, 'benefit': 2, 'positives': 1, 'capable': 5, 'sloping': 1, 'quadracycle': 1, 'seems': 3, 'origins': 1, 'usefulness': 1, 'political': 3, 'chimes': 1, 'using': 15, 'members': 5, 'children': 7, 'fun': 2, 'speeding': 1, 'connecting': 1, 'football': 1, 'reply': 1, 'wanted': 4, 'propelled': 3, 'arranged': 2, 'ebook': 1, 'vein': 1, 'internal-combustion': 1, 'occurred': 2, 'unstressed': 1, 'constituting': 2, 'strongly': 1, 'dictionary': 2, 'prompt': 2, 'holding': 6, 'mental': 9, 'a': 1, 'hiking': 1, 'locally': 1, 'choose': 1, 'he1': 2, 'afraid': 1, 'get': 10, 'put': 18, 'organic': 4, 'fight': 2, 'wide': 2, 'considered': 15, 'i am': 1, 'gathered': 2, 'journeys': 1, 'swinging': 2, 'spherical': 8, 'office': 2, 'maintains': 1, 'heads': 1, 'numbered': 1, 'respects': 3, 'motors': 1, 'supply': 3, 'electrical': 5, 'eased': 1, 'difficulty': 1, 'transporting': 6, 'spray': 1, 'worry': 1, 'plans': 1, 'disagreeable': 2, 'taxes': 2, 'many-celled': 2, 'supposed': 1, 'employed': 3, 'alter': 1, 'noting': 1, 'education': 4, 'paper': 2, 'current': 1, 'enacted': 1, 'influences': 1, 'prices': 1, 'land': 15, "people's": 2, 'local': 4, 'involves': 1, 'organism': 3, 'hoped': 2, 'chess': 2, 'freest': 1, 'chorus': 1, 'decisions': 1, 'buy': 2, 'normal': 3, 'hands': 2, 'rural': 1, 'exhaust': 1, 'velocity': 2, 'softball': 1, 'emphasize': 3, 'criticize': 2, 'police': 1, 'consists': 2, 'obligations': 1, 'basket': 1, 'assigned': 1, 'kind': 6, 'lunch': 1, 'signal': 2, 'inherited': 1, 'merit': 1, 'its': 24, 'observing': 1, 'bottom': 2, 'syllables': 3, 'destined': 2, 'unacceptable': 2, 'original': 1, 'window': 3, 'attribute': 1, 'nervous': 3, 'universal': 1, 'offensive': 2, 'bitch': 1, 'material': 5, 'hallucinatory': 1, 'sudden': 1, 'ground': 5, 'wagons': 1, 'possessed': 1, 'software': 2, 'hotwire.com': 1, 'define-values': 1, 'possessor': 1, 'sporting': 1, 'excellency': 2, 'regulation': 3, 'intention': 5, 'revolves': 2, 'falls': 1, 'writer': 1, 'working': 5, 'convert': 2, 'carefully': 3, 'out': 1, 'argue': 1, 'rude': 1, 'sheets': 1, 'occurs': 1, 'literally': 1, 'include': 6, 'away': 6, 'amounts': 1, 'necessities': 1, 'argument': 1, 'described': 3, 'obsession': 1, 'tempo': 1, 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1, 'soldiers': 2, 'version': 1, 'audio': 1, 'steering': 2, 'army': 6, 'flap': 1, 'located': 1, 'advance': 1, 'thesaurus': 1, 'women': 2, 'point': 22, 'boundary': 2, 'imagine': 1, 'owner': 1, 'bats': 5, 'biking': 1, 'modifier': 1, 'access': 1, 'thing': 58, 'stream': 1, 'being': 42, 'phrases': 2, 'can': 58, 'clot': 1, 'slang': 1, 'had': 3, 'explicitly': 3, 'interaction': 2, 'laughing': 1, 'field': 1, 'lack': 4, 'dress': 1, 'around': 2, 'verbverb': 1, 'oz': 1, 'also': 22, 'kids': 1, 'force': 75, 'racquet': 1, 'called': 2, 'bed': 3, 'learning': 7, 'carriage': 3, 'bird': 4, 'storage': 2, 'succeed': 3, 'player': 4, 'charm': 1, 'forwards': 1, 'forms': 3, 'example': 68, 'stage': 1, 'possible': 2, 'mathematical': 1, 'describing': 3, 'accomplishing': 2, 'projects': 1, 'supplied': 1, 'back': 8, 'cruel': 1, 'found': 2, 'inches': 4, 'concerns': 1, 'supplies': 1, 'somewhat': 1, 'pleasing': 1, 'supervise': 2, 'utilized': 2, 'performance': 1, 'culture': 1, 'e': 1, 'wheel': 10, 'rate': 14, 'abbreviation': 3, 'rising': 1, 'applied': 2, 'regular': 1, 'formally': 2, 'adoption': 1, 'such': 47, 'made': 25, 'census': 1, 'labor': 1, 'extent': 7, 'buildings': 1, 'word': 27, 'papers': 2, 'biography': 1, 'someone is': 1, 'examples': 12, 'speech': 1, 'plane': 1, 'bet': 1, 'suggests': 2, 'sixty': 1, 'beings': 6, 'cereal': 1, 'species': 1, 'flutter': 1, 'outing': 1, 'constraint': 3, 'chains': 2, "person's": 6, 'expressed': 3, 'messenger': 1, 'wrong': 2, 'partly': 1, 'clearly': 4, 'inheritance': 1, 'complete': 5, 'judgment': 1, 'acting': 9, 'contact': 4, 'unsuitable': 2, 'archaic': 1, 'government': 5, 'golfers': 1, 'prefer': 1, 'tool': 3, 'paintings': 1, 'stages': 1, 'they are': 2, 'according': 3, 'sport': 5, 'unpopular': 1, 'suspected': 1, 'shaft': 1, 'city': 10, 'populated': 3, 'classifications': 2, 'mean': 10, 'morning': 2, 'undercarriage': 1, 'her': 7, 'straws': 1, 'campaign': 1, 'english': 8, 'assaultive': 1, 'speaker': 6, 'referring': 2, 'machines': 10, 'pedal': 1, 'side': 5, 'broken': 1, 'verse': 1, 'companies': 1, 'artificial': 1, 'free': 13, 'chin': 1, 'known': 15, 'weighing': 1, 'din': 2, 'chiev': 1, 'sadness': 1, 'mover': 1, 'payment': 4, 'substance': 4, 'potential': 2, 'amp': 9, 'meat': 1, 'towards': 1, 'delayed': 1, 'crack': 1, 'voyage': 1, 'intelligent': 1, 'prisoner': 2, 'rowing': 1, 'principal': 2, 'kinematics': 2, 'agency': 1, 'happiness': 1, 'based': 2, 'often': 52, 'rainforest': 1, 'anchor': 1, 'send': 15, 'vague': 1, 'cool': 1, 'finds': 1, 'brevity': 1, 'proper': 7, 'recommendation': 1, 'give': 15, 'broadcast': 1, 'figure': 3, 'entrance': 1, 'teeth': 1, 'urge': 14, 'flying': 4, 'expelled': 2, 'demonstration': 1, 'badminton': 1, 'help': 1, 'street': 3, 'affecting': 3, 'blocked': 1, 'confident': 1, 'my': 3, 'eats': 2, 'well-defined': 2, 'terminal': 1, 'difference': 2, 'batter': 1, 'e.g': 3, 'tremendous': 1, 'sports': 5, 'enable': 5, 'driver': 1, 'notice': 1, 'general': 13, 'existing': 7, 'symbols': 1, 'mug': 1, 'events': 7, 'obtain': 2, 'break': 1, 'lungs': 1, 'could': 3, 'visit': 2, 'overturned': 1, 'splashed': 1, 'scalar': 2, 'non-toxic': 1, 'view': 1, 'bring': 14, 'negative': 2, 'extremity': 4, 'red': 1, 'elephants': 1, 'scoring': 1, 'model': 1, 'incitement': 1, 'vertebrate': 2, 'birth': 5, 'disease': 2, 'positive': 1, 'propelling': 1, 'reform': 1}} ```
Operate ```python {0: ['operate'], 1: {'work': 3, 'businesses': 1, 'transitive': 1, 'different': 1, 'industrial': 1, 'use': 1, 'simple': 1, 'influence': 1, 'have': 1, 'be': 1, 'engaged': 1, 'it': 1, 'tr': 1, 'something': 1, 'mine': 1, 'run': 3, 'pursue': 1, 'action': 1, 'additional': 1, 'act': 1, 'i': 1, 'produce': 1, 'manage': 1, 'perform': 2, 'example': 1, 'adv': 1, 'prep': 1, 'particular': 1, 'so': 1, 'ranch': 1, 'operate': 6, 'because': 1, 'effect': 2, 'projects': 1, 'list': 1, 'engage': 1, 'business': 1, 'put': 1, 'appropriate': 1, 'keep': 2, 'meanings': 1, 'function': 5, 'expected': 1, 'make': 1, 'present': 1, 'we': 1, 'machine': 3, 'etc': 1, 'ways': 1, 'intransitive': 1, 'synonym': 1, 'factory': 1, 'coal': 1, 'certain': 1, 'you': 1, 'working': 1, 'surgical': 1, 'bring': 1, 'applied': 1, 'go': 1, 'say': 1, 'process': 1, 'control': 4, 'person': 1, 'system': 2, 'they': 1, 'operation': 1, 'functioning': 2, 'way': 1, 'carry': 1, 'desired': 1, 'direct': 2, 'sentences': 1}, 2: {'title': 1, 'investigate': 1, 'that is': 4, 'scenery': 1, 'listed': 1, 'invading': 1, 'decide': 2, 'completing': 1, 'variety': 1, 'connectors': 1, 'informal': 1, 'items': 7, 'following': 3, 'ancillary': 1, 'desirable': 2, 'activity': 29, 'brown': 1, 'exceptionally': 1, 'organizations': 1, 'dark-brown': 1, 'pronunciation': 25, 'produced': 6, 'trading': 1, 'assets': 1, 'offer': 2, 'pursued': 3, 'currency': 1, 'delineate': 4, 'comment': 1, 'collaboratively': 1, 'crashing': 1, 'observe': 1, 'more': 47, 'disorders': 1, 'impel': 1, 'possessions': 1, 'larger': 3, 'special': 5, 'saw': 1, 'positively': 1, 'up': 1, 'plan': 6, 'settlement': 1, 'relate': 1, 'very': 4, 'cows': 1, 'launched': 1, 'extracted': 4, 'interjection': 1, 'world': 1, 'c': 7, 'busi': 1, 'spiritual': 1, 'shortest': 2, 'direction': 13, 'considerable': 1, 'lions': 1, 'seek': 1, 'function': 29, 'town': 1, 'noncurrent': 1, 'usually': 9, 'manual': 2, 'hole': 4, 'product': 5, 'profits': 1, 'stick': 1, 'teacher': 1, 'personnel': 1, 'tangible': 1, 'play': 6, 'proposed': 1, 'image': 1, 'incorporating': 1, 'due': 2, 'financial': 2, 'engagement': 3, 'marathon': 1, 'surprise': 1, 'friend': 1, 'factories': 6, 'arrangement': 1, 'bobsledding': 1, 'first': 3, 'organized': 3, 'circumstances': 3, 'doctors': 1, 'now': 7, 'building': 6, 'homes': 1, 'voice': 1, 'shapes': 1, 'wallet': 1, 'digging': 1, 'output': 3, 'limits': 1, 'artless': 1, 'assume': 5, 'do': 33, 'early': 1, 'castles': 1, 'sought': 2, 'approach': 1, 'built': 1, 'joined': 1, 'still': 2, 'lawmakers': 1, 'valid': 1, 'followed': 7, 'oppressive': 1, 'appended': 1, 'appendix': 1, 'controls': 3, 'ranching': 2, 'devoted': 1, 'motion': 3, "children's": 1, 'professional': 4, 'it': 58, 'not': 60, 'indicated': 3, 'aim': 6, 'same': 16, 'member': 3, 'farmland': 1, 'abnormally': 1, 'letter': 2, 'rapidly': 1, 'classes': 1, 'myself': 1, 'creative': 1, 'eminence': 1, 'activities': 3, 'machine': 23, 'feels': 1, 'regard': 3, 'car': 3, 'computers': 2, 'nonrenewable': 1, 'adapted': 1, 'basis': 4, 'room': 1, 'injuries': 1, 'convey': 8, 'representative': 1, 'bound': 1, 'dental': 1, 'worker': 1, 'assert': 1, 'information': 7, 'toilet': 1, 'nounplural': 2, 'past': 12, 'aside': 1, 'desires': 2, 'manage': 14, 'object': 31, 'reason': 13, 'plenty': 1, 'bituminous': 1, 'v': 4, 'ore': 2, 'uncompromising': 1, 'thick': 1, 'instrument': 1, 'stop': 3, 'does': 6, 'behaves': 1, 'addressed': 3, 'corresponding': 1, 'database': 1, 'works': 3, 'pretense': 2, 'efforts': 2, 'concept': 3, 'associated': 3, 'tells': 1, 'x': 4, 'guilty': 1, 'relating': 10, 'digression': 1, 'making': 13, 'aircraft': 1, 'creation': 1, 'quantities': 1, 'pursue': 11, 'del': 1, 'action': 44, 'bare': 1, 'lay': 3, 'agree': 3, 'language': 7, 'progressive': 2, 'enterprise': 7, 'array': 1, 'bear': 1, 'lode': 1, 'predominantly': 1, 'got': 1, 'ad': 1, 'have not': 1, 'wealth': 1, 'tailored': 1, 'branch': 2, 'look': 2, 'problem': 4, 'imitated': 2, 'partnership': 3, 'emanation': 1, 'various': 5, 'inputs': 2, 'me': 4, 'adult': 1, 'realm': 1, 'surface': 5, 'instruction': 2, 'alternative': 1, 'subsequently': 1, 'maybe': 1, 'approve': 1, 'ries': 1, 'manufacture': 3, 'succinctly': 1, 'govern': 2, 'cet': 2, 'energy': 6, 'composed': 2, 'think': 4, 'lasagna': 1, 'air': 2, 'diarrhoea': 1, 'heavy': 1, 'skunk': 1, 'criminal': 1, 'phone': 2, 'parameter': 1, 'add': 1, 'exemplified': 1, 'preppie': 1, 'qualities': 2, 'sky': 1, 'doing': 11, 'speak': 3, 'military': 4, 'walk': 5, 'undesirable': 1, 'would': 3, 'affairs': 4, 'adjacent': 1, 'ceremony': 2, 'message': 1, 'perpendicular': 1, 'close': 4, 'apparatus': 2, 'wedge': 1, 'meaningful': 1, 'attain': 2, 'decentralized': 2, 'food': 4, 'like': 2, 'extend': 6, 'mind': 3, 'suitable': 4, 'having': 23, 'moved': 1, 'extracting': 2, 'declare': 3, 'online': 1, 'appropriate': 15, 'restraining': 1, 'undergo': 2, "one's": 20, 'yield': 2, 'ends': 1, 'effort': 5, 'together': 9, 'refer': 18, 'thought': 2, 'interconnecting': 1, 'handle': 2, 'honor': 1, 'desire': 3, 'track': 2, 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Right ```python {0: ['right'], 1: {'also': 1, 'derogatory': 1, 'sound': 1, 'principle': 1, 'example': 1, 'reason': 1, 'condition': 1, 'honorable': 1, 'fact': 2, 'indicate': 1, 'typically': 1, 'accurate': 1, 'considered': 1, 'contexts': 1, 'say': 1, 'entitlement': 1, 'conservative': 2, 'extent': 1, 'justified': 1, 'way': 1, 'word': 1, 'favoring': 2, 'different': 1, 'many': 1, 'relating': 1, 'satisfactory': 1, 'standard': 1, 'something': 2, 'morally': 4, 'additional': 1, 'emphasis': 2, 'wrong': 1, 'are': 2, 'complete': 2, 'human': 1, 'furthest': 1, 'normal': 2, 'direction': 2, 'meanings': 1, 'her': 1, 'views': 2, 'english': 1, 'reactionary': 2, 'north': 1, 'left': 1, 'side': 3, 'acknowledge': 1, 'conformity': 1, 'be': 1, 'has': 1, 'truth': 2, 'act': 1, 'most': 2, 'just': 2, 'is': 7, 'used': 4, 'agreement': 1, 'body': 1, 'legal': 1, 'people': 1, 'do': 1, 'facing': 1, 'proper': 1, 'state': 1, 'person': 1, 'group': 1, 'east': 1, 'sentences': 1, 'right-handed': 1, 'restore': 1, 'right-hand': 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