Add Python-formatted lemmatizer data and rules

spacy/en/__init__.py

@@ -30,7 +30,6 @@ class English(Language):
         tokenizer_exceptions = TOKENIZER_EXCEPTIONS
         tag_map = TAG_MAP
         stop_words = STOP_WORDS
-        lemma_rules = LEMMA_RULES
 
 
     def __init__(self, **overrides):

spacy/en/language_data.py

@@ -8,7 +8,6 @@ from ..symbols import ORTH, LEMMA
 from .tag_map import TAG_MAP
 from .stop_words import STOP_WORDS
 from .tokenizer_exceptions import TOKENIZER_EXCEPTIONS, ORTH_ONLY
-from .lemma_rules import LEMMA_RULES
 from .morph_rules import MORPH_RULES
 
 
@@ -23,4 +22,4 @@ update_exc(TOKENIZER_EXCEPTIONS, strings_to_exc(base.EMOTICONS))
 update_exc(TOKENIZER_EXCEPTIONS, strings_to_exc(base.ABBREVIATIONS))
 
 
-__all__ = ["TOKENIZER_EXCEPTIONS", "TAG_MAP", "STOP_WORDS", "LEMMA_RULES", "MORPH_RULES"]
+__all__ = ["TOKENIZER_EXCEPTIONS", "TAG_MAP", "STOP_WORDS", "MORPH_RULES"]

spacy/en/lemma_rules.py

@@ -1,42 +0,0 @@
-# encoding: utf8
-from __future__ import unicode_literals
-
-
-LEMMA_RULES = {
-    "noun": [
-        ["s", ""],
-        ["ses", "s"],
-        ["ves", "f"],
-        ["xes", "x"],
-        ["zes", "z"],
-        ["ches", "ch"],
-        ["shes", "sh"],
-        ["men", "man"],
-        ["ies", "y"]
-    ],
-
-    "verb": [
-        ["s", ""],
-        ["ies", "y"],
-        ["es", "e"],
-        ["es", ""],
-        ["ed", "e"],
-        ["ed", ""],
-        ["ing", "e"],
-        ["ing", ""]
-    ],
-
-    "adj": [
-        ["er", ""],
-        ["est", ""],
-        ["er", "e"],
-        ["est", "e"]
-    ],
-
-    "punct": [
-        ["“", "\""],
-        ["”", "\""],
-        ["\u2018", "'"],
-        ["\u2019", "'"]
-    ]
-}

spacy/en/lemmatizer/__init__.py

@@ -0,0 +1,33 @@
+from ._adjectives import ADJECTIVES
+from ._adjectives_irreg import ADJECTIVES_IRREG
+from ._adverbs import ADVERBS
+from ._adverbs_irreg import ADVERBS_IRREG
+from ._nouns import NOUNS
+from ._nouns_irreg import NOUNS_IRREG
+from ._verbs import VERBS
+from ._verbs_irreg import VERBS_IRREG
+from ._lemma_rules import ADJECTIVE_RULES, NOUN_RULES, VERB_RULES, PUNCT_RULES
+
+
+INDEX = {
+    "adj": ADJECTIVES,
+    "adv": ADVERBS,
+    "noun": NOUNS,
+    "verb": VERBS
+}
+
+
+EXC = {
+    "adj": ADJECTIVES_IRREG,
+    "adv": ADVERBS_IRREG,
+    "noun": NOUNS_IRREG,
+    "verbs": VERBS_IRREG
+}
+
+
+RULES = {
+    "adj": ADJECTIVE_RULES,
+    "noun": NOUN_RULES,
+    "verb": VERB_RULES,
+    "punct": PUNCT_RULES
+}

spacy/en/lemmatizer/_adverbs.py

@@ -0,0 +1,543 @@
+# coding: utf8
+from __future__ import unicode_literals
+
+
+ADVERBS = set("""
+'tween a.d. a.k.a. a.m. aback abaft abaxially abeam abed abjectly ably
+abnormally aboard abominably aborad abortively about above aboveboard abreast
+abroad abruptly absently absentmindedly absolutely abstemiously abstractedly
+abstractly abstrusely absurdly abundantly abusively abysmally academically
+accelerando acceptably accidentally accommodatingly accordingly accurately
+accusingly acoustically across actively actually acutely ad adagio adamantly
+adaxially additionally adequately adjectivally adjectively administratively
+admirably admiringly admittedly adorably adoringly adrift adroitly adulterously
+advantageously adverbially adversely advertently advisedly aerially
+aesthetically afar affably affectedly affectingly affectionately affirmatively
+afield afoot afresh aft after afterward afterwards again aggravatingly
+aggressively agilely ago agonizingly agreeably aground ahead ahorse ahorseback
+aimlessly airily akimbo alarmingly alas alee alertly alfresco algebraically
+alias alike all all-fired allegedly allegorically allegretto allegro
+alliteratively allowably almost aloft alone along alongside aloof aloud
+alphabetically already alright also alternately alternatively altogether
+altruistically always amain amateurishly amazingly ambiguously ambitiously
+amiably amicably amidship amidships amiss amok amorally amorously amply amuck
+amusingly anachronistically analogously analytically anarchically anatomically
+anciently andante anew angelically angrily animatedly anisotropically annoyingly
+annually anomalously anon anonymously antagonistically antecedently anteriorly
+anticlockwise antithetically anxiously any anyhow anymore anyplace anyway
+anyways anywhere apace apart apathetically apiece apologetically appallingly
+apparently appealingly appositively appreciably appreciatively apprehensively
+appropriately approvingly approximately apropos aptly arbitrarily
+architecturally archly ardently arduously arguably argumentatively aright
+aristocratically arithmetically around arrogantly artfully articulately
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+ashore aside askance askew aslant asleep assertively assiduously assuredly
+astern astonishingly astraddle astray astride astronomically astutely asunder
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+austerely authentically authoritatively autocratically automatically
+avariciously avidly avowedly away awful awfully awhile awkwardly awry axially
+axiomatically b.c. b.c.e. baby-like baby-wise back backstage backward backwards
+bacterially bad badly baldly balefully balmily banefully bang bannerlike
+banteringly barbarously bareback barebacked barefacedly barefoot barefooted
+barely basely bashfully basically bawdily bc bce beastly beautifully becomingly
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+dorsoventrally dottily double doubly doubtfully doubtless doubtlessly dourly
+dowdily down downfield downhill downright downriver downstage downstairs
+downstream downtown downward downwardly downwards downwind drably draggingly
+dramatically drastically dreadfully dreamfully dreamily drearily drily drippily
+dripping droopingly drop-dead drowsily drunkenly dryly dubiously due dully duly
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+electrically electronically electrostatically elegantly elementarily eloquently
+elsewhere embarrassingly eminently emotionally empathetically emphatically
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+enigmatically enjoyably enormously enough enquiringly enterprisingly
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+fiercely fierily fifthly figuratively filthily finally financially fine finely
+finitely firm firmly first first-rate firsthand firstly fiscally fishily
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+flop floridly fluently flush focally fondly foolishly forbiddingly forcefully
+forcibly fore foremost forever forevermore forgetfully forgivably forgivingly
+forlornly formally formerly formidably formlessly forrad forrader forrard
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+skelter hence henceforth henceforward here hereabout hereabouts hereafter hereby
+herein hereinafter hereinbefore hereof hereto heretofore hereunder hereupon
+herewith hermetically heroically hesitantly hesitatingly hideously
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+mindedly highly hilariously hinderingly histologically historically hither
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+hydraulically hydraulicly hygienically hyperbolically hypnotically
+hypocritically hypothalamically hypothetically hysterically i.e. ib. ibid.
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+impudently impulsively in inaccessibly inaccurately inadequately inadvertently
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+indoors indubitably indulgently industrially industriously ineffably
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+haste post-paid posthumously postoperatively potentially potently poutingly
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+pretentiously preternaturally prettily pretty previously priggishly primarily
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+profitlessly profligately profoundly profusely progressively prohibitively
+prominently promiscuously promisingly promptly pronto properly prophetically
+propitiously proportionally proportionately prosaically prosily prosperously
+protectively protractedly proudly provably proverbially providentially
+providently provincially provisionally provocatively provokingly prudently
+prudishly pruriently pryingly psychically psychologically publically publicly
+puckishly pugnaciously punctiliously punctually pungently punily punishingly
+punitively punitorily purely puritanically purportedly purposefully
+purposelessly purposely pusillanimously pyramidically quaintly qualitatively
+quantitatively quarterly quaveringly queasily queerly querulously questionably
+questioningly quick quicker quickest quickly quiet quietly quite quixotically
+quizzically racially racily radially radiantly radically radioactively raffishly
+raggedly rakishly rallentando ramblingly rampantly randomly rapaciously rapidly
+rapturously rarely rashly raspingly rather rationally rattling raucously
+ravenously raving ravingly ravishingly readably readily real realistically
+really rearward rearwards reasonably reassuringly rebelliously rebukingly
+recently receptively reciprocally recklessly recognizably recurrently red-handed
+redly reflectively reflexly refreshfully refreshingly regally regardless
+regimentally regionally regretfully regrettably regularly relatively
+relativistically relentlessly relevantly reliably religiously reluctantly
+remarkably reminiscently remorsefully remorselessly remotely rent-free
+repeatedly repellently repellingly repentantly repetitively reportedly
+reprehensibly reprehensively reproachfully reproducibly reprovingly repulsively
+reputably reputedly resentfully reservedly residentially resignedly resolutely
+resoundingly resourcefully respectably respectfully respectively resplendently
+responsibly restfully restively restlessly restrictively retail retentively
+reticently retroactively retrospectively revengefully reverentially reverently
+reversely reversibly revoltingly rewardingly rhapsodically rhetorically
+rhythmically richly ridiculously right right-down righteously rightfully rightly
+rigidly rigorously riotously ripely riskily ritually roaring robustly roguishly
+rollickingly romantically roomily rotationally rottenly rotundly rough roughly
+round round-arm roundly routinely rowdily royally rudely ruefully ruggedly
+ruinously rurally ruthlessly sacredly sacrilegiously sadly safely sagaciously
+sagely salaciously sanctimoniously sanely sapiently sarcastically sardonically
+satirically satisfactorily satisfyingly saucily savagely scandalously scantily
+scarce scarcely scarily scathingly scenically sceptically schematically
+schismatically scholastically scienter scientifically scoffingly scorching
+scornfully scrappily screakily screamingly scrumptiously scrupulously
+scurrilously scurvily searchingly seasonably seasonally seaward seawards second
+second-best secondarily secondhand secondly secretively secretly securely
+sedately seductively sedulously seemingly seldom selectively self-conceitedly
+self-consciously self-evidently self-indulgently self-righteously selfishly
+selflessly semantically semiannually semimonthly semiweekly sensationally
+senselessly sensibly sensitively sensually sensuously sententiously
+sentimentally separably separately sequentially serenely serially seriatim
+seriously servilely sevenfold seventhly severally severely sexually shabbily
+shaggily shakily shallowly shambolically shamefacedly shamefully shamelessly
+shapelessly sharp sharply sheepishly sheer shiftily shockingly shoddily short
+shortly shoulder-to-shoulder showily shrewdly shrewishly shrilly shudderingly
+shyly sic sickeningly sidearm sidelong sidesaddle sidesplittingly sideward
+sidewards sideway sideways sidewise signally significantly silently silkily
+similarly simperingly simply simultaneously sincerely single-handed single-
+handedly single-mindedly singly singularly sinuously sinusoidally sixfold
+sixthly skeptically sketchily skew-whiff skilfully skillfully skimpily
+skittishly sky-high skyward skywards slackly slam-bang slanderously slangily
+slantingly slantways slantwise slap slap-bang slapdash slavishly sleekly
+sleepily sleeplessly slenderly slickly slightingly slightly slimly slopingly
+sloppily slouchily slouchingly slow slower slowest slowly sluggishly slyly smack
+small small-mindedly smarmily smartly smash smashingly smilingly smolderingly
+smoothly smoulderingly smugly smuttily snappishly sneakily sneakingly sneeringly
+snidely snobbishly snootily snugly so so-so soaking sobbingly soberly sociably
+socially sociobiologically socioeconomically sociolinguistically sociologically
+soft softly solely solemnly solicitously solidly solitarily solo somberly
+sombrely some someday somehow someplace sometime sometimes someway someways
+somewhat somewhere somnolently sonorously soon sooner soonest soothingly sopping
+sordidly sorely sorrowfully sottishly sou'-east sou'-sou'-east sou'-sou'-west
+sou'west soughingly soulfully soullessly soundlessly soundly sourly south south-
+east south-southeast south-southwest south-west southeast southeastward
+southeastwardly southerly southward southwards southwest southwestward
+southwestwardly spaceward spacewards spaciously sparely sparingly sparsely
+spasmodically spatially specially specifically speciously spectacularly
+spectrographically speculatively speechlessly speedily spherically spicily
+spinally spirally spiritedly spiritually spitefully splendidly spontaneously
+spookily sporadically sportingly sportively spotlessly sprucely spuriously
+squalidly square squarely squeamishly stably staccato staggeringly stagily
+staidly stanchly standoffishly stark starkly startlingly statistically
+statutorily staunchly steadfastly steadily steady stealthily steaming steeply
+stepwise stereotypically sternly stertorously stickily stiff stiffly still
+stiltedly stingily stirringly stochastically stock-still stockily stodgily
+stoically stolidly stonily stormily stoutly stragglingly straight straight-
+backed straightaway straightforwardly straightway strangely strategically
+strenuously strictly stridently strikingly stringently strongly structurally
+stubbornly studiously stuffily stunningly stupendously stupidly sturdily
+stylishly stylistically suavely subconsciously subcutaneously subjectively
+sublimely submissively subsequently subserviently substantially subtly
+successfully successively succinctly such suddenly sufficiently suggestively
+suitably sulkily sullenly sultrily summarily sumptuously sunnily super superbly
+superciliously superficially superfluously superlatively supernaturally
+superstitiously supinely supposedly supra supremely sure surely surgically
+surlily surpassingly surprisedly surprisingly surreptitiously suspiciously
+sweepingly sweet sweetly swiftly swimmingly syllabically symbiotically
+symbolically symmetrically sympathetically symptomatically synchronously
+synergistically synonymously syntactically synthetically systematically tacitly
+taciturnly tactfully tactically tactlessly tactually talkatively talkily tamely
+tandem tangentially tangibly tantalizingly tardily tartly tastefully tastelessly
+tastily tattily tauntingly tautly tawdrily taxonomically tearfully teasingly
+technically technologically tediously telegraphically telescopically tellingly
+temperamentally temperately temporally temporarily temptingly tenaciously
+tendentiously tenderly tenfold tensely tentatively tenthly tenuously tepidly
+terminally terrestrially terribly terrifically territorially tersely testily
+tetchily thankfully theatrically thematically then thence thenceforth
+theologically theoretically therapeutically there thereabout thereabouts
+thereafter thereby therefor therefore therefrom therein thereinafter thereof
+thereon thereto theretofore thereunder therewith therewithal thermally
+thermodynamically thermostatically thick thickly thievishly thin thinly third
+thirdhand thirdly thirstily thither thoroughly though thoughtfully thoughtlessly
+thousand-fold threateningly threefold thrice thriftily thriftlessly through
+throughout thus thusly tidily tight tightly timely timidly timorously tip-top
+tiptoe tiredly tirelessly tiresomely today toe-to-toe together tolerably
+tolerantly tomorrow tonelessly tongue-in-cheek tonight too topically
+topographically topologically toppingly topsy-turvily topsy-turvy torpidly
+tortuously torturously totally touchily touchingly toughly traditionally
+tragically traitorously tranquilly transcendentally transiently transitionally
+transitively transitorily transparently transversally transversely treacherously
+treasonably tremendously tremulously trenchantly trepidly trickily trimly
+trippingly tritely triumphantly trivially tropically truculently true truly
+trustfully trustingly truthfully tumultuously tunefully tunelessly turbulently
+turgidly tutorially twice twirlingly twofold typically typographically
+ulteriorly ultimately ultrasonically unabashedly unacceptably unaccompanied
+unaccountably unachievably unadvisedly unalterably unambiguously unambitiously
+unanimously unappealingly unappreciatively unarguably unashamedly unassailably
+unassertively unassumingly unattainably unattractively unavoidably unawares
+unbearably unbecomingly unbeknown unbeknownst unbelievably unbelievingly
+unblinkingly unblushingly uncannily unceasingly unceremoniously uncertainly
+unchangeably uncharacteristically unchivalrously uncivilly unclearly unco
+uncomfortably uncommonly uncomparably uncomplainingly uncompromisingly
+unconcernedly unconditionally unconsciously unconstitutionally uncontrollably
+uncontroversially unconventionally unconvincingly uncouthly uncritically
+unctuously undecipherably undemocratically undeniably undependably under
+underarm underfoot underground underhand underhandedly underneath understandably
+understandingly undeservedly undesirably undiplomatically undisputedly
+undoubtedly undramatically unduly uneasily unemotionally unendingly
+unenergetically unenthusiastically unequally unequivocally unerringly
+unethically unevenly uneventfully unexcitingly unexpectedly unfailingly unfairly
+unfaithfully unfalteringly unfashionably unfavorably unfavourably unfeelingly
+unfeignedly unforgettably unforgivably unforgivingly unfortunately ungracefully
+ungraciously ungrammatically ungratefully ungrudgingly unhappily unharmoniously
+unhelpfully unhesitatingly unhurriedly unhygienically uniformly unilaterally
+unimaginably unimaginatively unimpeachably unimpressively uninformatively
+uninstructively unintelligently unintelligibly unintentionally uninterestingly
+uninterruptedly uninvitedly uniquely unitedly universally unjustifiably unjustly
+unkindly unknowingly unlawfully unluckily unmanageably unmanfully unmanly
+unmelodiously unmemorably unmercifully unmindfully unmistakably unmusically
+unnaturally unnecessarily unnoticeably unobtrusively unofficially unoriginally
+unpalatably unpardonably unpatriotically unpleasantly unprecedentedly
+unpredictably unpretentiously unproductively unprofitably unpropitiously
+unqualifiedly unquestionably unquestioningly unquietly unreadably
+unrealistically unreasonably unreasoningly unrecognisable unrecognizably
+unrelentingly unreliably unremarkably unrepentantly unreproducibly unreservedly
+unrestrainedly unrighteously unromantically unsatiably unsatisfactorily
+unscientifically unscrupulously unseasonably unselfconsciously unselfishly
+unsentimentally unshakably unsmilingly unsociably unsparingly unspeakably
+unsportingly unsteadily unstintingly unsuccessfully unsuitably unsuspectingly
+unswervingly unsymmetrically unsympathetically unsystematically unthinkably
+unthinking unthinkingly untidily untimely untruly untruthfully untypically
+ununderstandably unusually unutterably unwantedly unwarily unwarrantably
+unwaveringly unwillingly unwisely unwittingly unwontedly unworthily up up-
+country uphill uppermost uppishly uprightly upriver uproariously upstage
+upstairs upstate upstream uptown upward upwardly upwards upwind urbanely
+urgently usefully uselessly usually usuriously utterly uxoriously vacantly
+vacuously vaguely vainly valiantly validly valorously vanishingly vapidly
+variably variously vastly vauntingly vehemently venally vengefully venomously
+ventrally verbally verbatim verbosely verily vertically very vexatiously
+vicariously viciously victoriously videlicet vigilantly vigorously vilely
+vindictively violently virtually virtuously virulently vis-a-vis viscerally
+viscidly visibly visually vitally vitriolically vivace vivaciously vividly viz.
+vocally vocationally vociferously volcanically volitionally volubly
+volumetrically voluntarily voluptuously voraciously voyeuristically vulgarly
+vulnerably wackily wafer-thin waggishly waist-deep waist-high wanly wantonly
+warily warm warmly wastefully watchfully way weakly wealthily wearily weekly
+weightily weirdly well well-nigh well-timed west westerly westward westwards
+whacking wheezily wheezingly whence wheresoever wherever whimsically whole
+wholeheartedly wholesale wholesomely wholly whopping wickedly wide widely wild
+wildly wilfully willfully willingly willy-nilly windily windward winsomely
+wisely wishfully wistfully withal witheringly within wittily wittingly woefully
+wolfishly wonderfully wonderingly wondrous wondrously woodenly wordily
+wordlessly worriedly worryingly worse worst worthily worthlessly wrathfully
+wretchedly wrong wrongfully wrongheadedly wrongly wryly yea yeah yearly
+yearningly yesterday yet yieldingly yon yonder youthfully zealously zestfully
+zestily zigzag
+""".split())

spacy/en/lemmatizer/_adverbs_irreg.py

@@ -0,0 +1,13 @@
+# coding: utf8
+from __future__ import unicode_literals
+
+
+ADVERBS_IRREG = {
+    "best": ("well",),
+    "better": ("well",),
+    "deeper": ("deeply",),
+    "farther": ("far",),
+    "further": ("far",),
+    "harder": ("hard",),
+    "hardest": ("hard",)
+}

spacy/en/lemmatizer/_lemma_rules.py

@@ -0,0 +1,43 @@
+# coding: utf8
+from __future__ import unicode_literals
+
+
+ADJECTIVE_RULES = [
+    ["er", ""],
+    ["est", ""],
+    ["er", "e"],
+    ["est", "e"]
+]
+
+
+NOUN_RULES = [
+    ["s", ""],
+    ["ses", "s"],
+    ["ves", "f"],
+    ["xes", "x"],
+    ["zes", "z"],
+    ["ches", "ch"],
+    ["shes", "sh"],
+    ["men", "man"],
+    ["ies", "y"]
+]
+
+
+VERB_RULES = [
+    ["s", ""],
+    ["ies", "y"],
+    ["es", "e"],
+    ["es", ""],
+    ["ed", "e"],
+    ["ed", ""],
+    ["ing", "e"],
+    ["ing", ""]
+]
+
+
+PUNCT_RULES = [
+    ["“", "\""],
+    ["”", "\""],
+    ["\u2018", "'"],
+    ["\u2019", "'"]
+]

spacy/en/lemmatizer/_verbs.py

@@ -0,0 +1,915 @@
+# coding: utf8
+from __future__ import unicode_literals
+
+
+VERBS = set("""
+aah abacinate abandon abase abash abate abbreviate abdicate abduce abduct
+aberrate abet abhor abide abjure ablactate ablate abnegate abolish abominate
+abort abound about-face abrade abrase abreact abridge abrogate abscise abscond
+abseil absent absolve absorb absquatulate abstain abstract abuse abut aby abye
+accede accelerate accent accentuate accept access accession acclaim acclimate
+acclimatise acclimatize accommodate accompany accomplish accord accost account
+accouter accoutre accredit accrete accrue acculturate accumulate accurse accuse
+accustom ace acerbate acetify acetylate acetylise acetylize ache achieve
+achromatise achromatize acid-wash acidify acidulate acknowledge acquaint
+acquiesce acquire acquit act action activate actualise actualize actuate
+acuminate ad-lib adapt add addict addle address adduce adduct adhere adjoin
+adjourn adjudge adjudicate adjure adjust admeasure administer administrate
+admire admit admix admonish adolesce adopt adore adorn adsorb adulate adulterate
+adumbrate advance advantage advect adventure advert advertise advertize advise
+advocate aerate aerify aerosolise aerosolize aestivate affect affiance affiliate
+affirm affix afflict afford afforest affranchise affright affront age agenise
+agenize agglomerate agglutinate aggrade aggrandise aggrandize aggravate
+aggregate aggress aggrieve aggroup agitate agnise agnize agonise agonize agree
+aid ail aim air air-condition air-cool air-drop air-freight air-ship air-slake
+airbrush airfreight airlift airmail airt alarm alchemise alchemize alcoholise
+alcoholize alert alibi alien alienate alight align aliment aline alkalify
+alkalinise alkalinize alkalise alkalize allay allege allegorise allegorize
+alleviate alligator alliterate allocate allot allow allowance alloy allude
+allure ally alphabetise alphabetize alter altercate alternate aluminise
+aluminize amalgamate amass amaze ambition amble ambulate ambuscade ambush
+ameliorate amend amerce americanise americanize ammoniate ammonify amnesty
+amortise amortize amount amplify amputate amuse anaesthetise anaesthetize
+anagram anagrammatise anagrammatize analogise analogize analyse analyze
+anastomose anathematise anathematize anathemise anathemize anatomise anatomize
+anchor ancylose anele anesthetise anesthetize anger angle angle-park anglicise
+anglicize anguish angulate animadvert animalise animalize animate animise
+animize ankylose anneal annex annihilate annotate announce annoy annul
+annunciate anodise anodize anoint answer antagonise antagonize ante antecede
+antedate anthologise anthologize anthropomorphise anthropomorphize antic
+anticipate antiquate antique antisepticize ape aphorise aphorize apologise
+apologize apostatise apostatize apostrophise apostrophize apotheose apotheosise
+apotheosize appal appall apparel appeal appear appease append apperceive
+appertain applaud applique apply appoint apportion appose appraise appreciate
+apprehend apprentice apprise apprize approach approbate appropriate approve
+approximate aquaplane aquatint arbitrage arbitrate arborise arborize arc arch
+archaise archaize archive argue argufy arise arm armor armour aromatise
+aromatize arouse arraign arrange array arrest arrive arrogate arterialise
+arterialize article articulate ascend ascertain ascribe ash ask asperse asphalt
+asphyxiate aspirate aspire assail assassinate assault assay assemble assent
+assert assess asseverate assibilate assign assimilate assist associate assoil
+assonate assort assuage assume assure asterisk astonish astound astringe
+astrogate atom-bomb atomise atomize atone atrophy attach attack attain attaint
+attemper attempt attend attenuate attest attire attitudinise attitudinize attorn
+attract attribute attune auction auctioneer audit audition augment augur aurify
+auscultate auspicate authenticate author authorise authorize autoclave autograph
+automate automatise automatize automobile autopsy autotomise autotomize avail
+avalanche avenge aver average avert avianise avianize aviate avoid avouch avow
+avulse await awake awaken award awe ax axe azure baa babbitt babble baby baby-
+sit bach bachelor back backbite backcross backdate backfire background backhand
+backlash backlog backpack backpedal backscatter backslap backslide backspace
+backstitch backstop backstroke backtrack bacterise bacterize badge badger
+badmouth baffle bag bail bait bake balance bald bale balk balkanise balkanize
+ball ballast balloon ballot ballyhoo ballyrag bamboozle ban band bandage bandy
+bang banish bank bankroll bankrupt banquet banter baptise baptize bar barb
+barbarise barbarize barbecue barbeque barber bard barde bare barf bargain barge
+bark barnstorm baronetise baronetize barrack barrage barrel barricade barricado
+barter base bash basify bask basset bastardise bastardize baste bastinado bat
+batch bate batfowl bath bathe batik batten batter battle baulk bawl bay bayonet
+be beach beacon bead beak beam bean bear beard beat beatify beautify beaver
+bebop becalm bechance becharm beckon becloud become bed bed-hop bedamn bedaub
+bedaze bedazzle bedeck bedevil bedew bedhop bedight bedim bedizen bedraggle beef
+beep beeswax beetle befall befit befog befool befoul befriend befuddle beg beget
+beggar begild begin begrime begrudge beguile behave behead behold behoove behove
+bejewel belabor belabour belay belch beleaguer belie believe belittle bell
+bellow belly belly-flop belly-land bellyache bellylaugh belong belt bemire
+bemoan bemock bemuse bench bend benday benefact benefice beneficiate benefit
+benficiate benight benumb beplaster bequeath berate bereave berry berth beseech
+beseem beset beshrew besiege besmear besmirch besot bespangle bespatter bespeak
+bespeckle bespot besprinkle best bestialise bestialize bestir bestow bestrew
+bestride bet bethink betide betoken betray betroth better bevel bewail beware
+bewhisker bewilder bewitch bewray bias bib bicker bicycle bid bide biff
+bifurcate bight bike bilge bilk bill billet billow bin bind binge bioassay
+biodegrade birch bird bird-nest birdie birdlime birdnest birdwatch birl birle
+birr birth bisect bitch bite bitt bitter bituminise bituminize bivouac blab
+blabber black blackball blackberry blacken blackguard blackjack blacklead
+blackleg blacklist blackmail blacktop blackwash blame blanch blandish blank
+blanket blare blarney blaspheme blast blat blate blather blaze blazon bleach
+blear bleat bleed bleep blemish blench blend bless blether blight blind
+blindfold blindside blink blinker blister blither blitz blitzkrieg bloat blob
+block blockade blog blood bloody bloom blossom blot blotch bloviate blow blow-
+dry blub blubber bludgeon blue blue-pencil blueprint bluff blunder blunt blur
+blurt blush bluster board boast boat boat-race bob bobble bobsled bode bodge
+body body-surf bodypaint bog bogey boggle boil boldface bollix bollocks
+bolshevise bolshevize bolster bolt bomb bombard bombilate bombinate bombproof
+bond bonderise bonderize bone bong bonk bonnet boo boob boogie book boom
+boomerang boondoggle boost boot bootleg bootlick bootstrap booze bop border bore
+borrow bosom boss botanise botanize botch bother bottle bottlefeed bottleneck
+bottom bounce bound bourgeon bouse bow bowdlerise bowdlerize bower bowl bowse
+box boycott brabble brace brachiate bracket brad brag braid brail braille brain
+brainstorm brainwash braise brake branch brand brandish brandmark brattice
+brattle brave bravo brawl bray braze brazen breach bread break break-dance
+breakfast bream breast breastfeed breaststroke breathalyse breathalyze breathe
+brecciate breed breeze brevet brew bribe bridge bridle brief brigade brighten
+brim brine bring brisk brisken bristle broach broadcast broaden broadside
+brocade broider broil broker bromate brominate bronze brooch brood brook broom
+browbeat brown brown-nose browse bruise bruit brunch brush brutalise brutalize
+bubble buccaneer buck bucket buckle buckram bud budge budget buff buffalo buffer
+buffet bug bugger bugle build bulge bulk bull bulldog bulldoze bulletin
+bulletproof bullshit bully bullyrag bulwark bum bumble bump bunch bunco bundle
+bung bungle bunk bunker bunt buoy bur burble burden burgeon burglarise
+burglarize burgle burke burl burlesque burn burnish burp burr burrow burst
+burthen bury bus bush bushel bushwhack busk buss bust bustle busy butcher butt
+butt-weld butter butterfly button buttonhole buttress buttweld butylate buy buzz
+by-bid bypass ca-ca cab cabal cabbage cabin cable cache cachinnate cackel cackle
+caddie caddy cadge cage cajole cake cakewalk calcify calcimine calcine calculate
+calendar calender calibrate caliper calk call calligraph calliper callous callus
+calm calumniate calve camber camouflage camp campaign camphorate can canal
+canalise canalize cancel candle candy cane canker cannibalise cannibalize cannon
+cannonade cannulate cannulise cannulize canoe canonise canonize canoodle canopy
+cant canter cantilever cantillate canton canulate canvas canvass cap capacitate
+caparison caper capitalise capitalize capitulate caponise caponize capriole
+capsize capsulate capsule capsulise capsulize captain caption captivate capture
+caracole caramelise caramelize caravan carbonate carbonise carbonize carboxylate
+carburet carburise carburize card care careen career caress caricature carjack
+cark carmine carnalise carnalize carnify carol carom carouse carp carpenter
+carpet carry cart cartoon cartwheel carve cascade case caseate cash cashier
+casket cast castigate castle castrate cat catabolise catabolize catalog
+catalogue catalyse catalyze catapult catcall catch catechise catechize
+categorise categorize catenate catenulate cater caterwaul cathect catheterise
+catheterize catholicise catholicize catnap caucus caulk cause causeway cauterise
+cauterize caution cave cavern cavil cavort caw cease cede celebrate cement cense
+censor censure census center centralise centralize centre centrifugate
+centrifuge cere cerebrate certificate certify cha-cha chafe chaff chaffer
+chagrin chain chain-smoke chair chairman chalk challenge chamber chamfer champ
+champion chance chandelle change channel channel-surf channelise channelize
+chant chap chaperon chaperone char character characterise characterize charcoal
+charge chariot charleston charm chart charter chase chasse chasten chastise chat
+chatter chauffeur chaw cheapen cheat check checker checkmate checkrow cheek
+cheep cheer cheerlead cheese chelate chemisorb cheque chequer cherish chevvy
+chevy chew chicane chicken-fight chickenfight chide child-proof childproof chill
+chime chin chine chink chip chirk chiromance chirp chirr chirrup chisel chit-
+chat chitchat chitter chivvy chivy chlorinate chloroform chock choir choke chomp
+chondrify choose chop chord choreograph chortle chorus chouse christen
+christianise christianize chrome chromium-plate chronicle chronologise
+chronologize chuck chuckle chuff chug chunk church churn churr chute cicatrise
+cicatrize cinch cinematise cinematize cipher circle circuit circularise
+circularize circulate circumambulate circumcise circumfuse circumnavigate
+circumscribe circumstantiate circumvallate circumvent circumvolute circumvolve
+cite citify citrate civilise civilize clabber clack claim clam clamber clamor
+clamour clamp clang clangor clangour clank clap clapboard clapperclaw claret
+clarify clarion clash clasp class classicise classicize classify clatter claver
+claw claxon clean cleanse clear clear-cut cleat cleave clench clerk clew click
+climax climb clinch cling clink clinker clip clitter cloak clobber clock clog
+cloister clomp clone clop close closet closure clot clothe cloture cloud clout
+clown cloy club cluck clue clump clunk cluster clutch clutter co-author co-
+educate co-occur co-opt co-sign co-star co-vary coach coact coagulate coal
+coalesce coapt coarsen coast coat coax cobble cobblestone cocainise cocainize
+cock cocker cockle coconspire cocoon cod coddle code codify coeducate coerce
+coexist coffin cog coggle cogitate cognise cognize cohabit cohere coif coiffe
+coiffure coil coin coincide coinsure coke cold-cream cold-shoulder coldcock
+coldwork collaborate collapse collar collate collateralize collect collectivise
+collectivize collide colligate collimate collocate collogue collude colly
+colonise colonize color colorcast colorise colorize colour colourise colourize
+comb combat combine combust come comfit comfort command commandeer commemorate
+commence commend comment commentate commercialise commercialize comminate
+commingle comminute commiserate commission commit commix commove communalise
+communalize commune communicate communise communize commutate commute compact
+companion company compare comparison-shop compart compartmentalise
+compartmentalize compass compassionate compel compensate compere compete compile
+complain complect complement complete complexify complexion complicate
+compliment complot comply comport compose compost compound comprehend compress
+comprise compromise compute computerise computerize con concatenate conceal
+concede conceive concenter concentrate concentre conceptualise conceptualize
+concern concert concertina concertise concertize conciliate conclude concoct
+concord concrete concretise concretize concur concuss condemn condense
+condescend condition condole condone conduce conduct cone confab confabulate
+confect confection confederate confer confess confide configure confine confirm
+confiscate conflagrate conflate conflict conform confound confront confuse
+confute conga conge congeal congee congest conglobate conglobe conglomerate
+conglutinate congratulate congregate conjecture conjoin conjugate conjure conk
+conn connect connive connote conquer conscript consecrate consent conserve
+consider consign consist consociate console consolidate consonate consort
+conspire constellate consternate constipate constitute constitutionalise
+constitutionalize constrain constrict constringe construct construe
+consubstantiate consult consume consummate contact contain containerise
+containerize contaminate contemn contemplate contemporise contemporize contend
+content contest continue contort contour contract contradance contradict
+contradistinguish contraindicate contrast contravene contredanse contribute
+contrive control controvert contuse convalesce convect convene conventionalise
+conventionalize converge converse convert convey convict convince convoke
+convolute convolve convoy convulse coo cooccur cook cool cooper cooperate
+coordinate cop cope copolymerise copolymerize copper copper-bottom copulate copy
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