更新紀錄
- 2006/03/13：讀取檔名列表，並計算列在其中的檔案之間的 f-score 差異。
- 2006/03/10：計算 GTB 和 PB 中的動詞個數。
- 2005/11/15：加入不規則變化字典；結果
- 2005/11/11：結果
檔名列表格式
- #Base
- 代表下一行的檔名為 base line
- #Lists
- 代表其後列出的每一行為要比較的檔名列表
預設，碰到的第一個 #Base 和 #Lists 代表的是 PB，其後的 #Base 和 #Lists 會被視為是 GTB。 下面是一個完整範例：
#Base pb-pasbio_:0:1:_test.svm.Result.Eval #Lists pb-pasbio_:0:1:_test.svm.*1*9*.svm.Result.Eval pb-pasbio_:0:1:_test.svm.13.svm.Result.Eval pb-pasbio_:0:1:_test.svm.15.svm.Result.Eval pb-pasbio_:0:1:_test.svm.16.svm.Result.Eval pb-pasbio_:0:1:_test.svm.*20*24*.svm.Result.Eval pb-pasbio_:0:1:_test.svm.*27*31*.svm.Result.Eval pb-pasbio_:0:1:_test.svm.*35*37*.svm.Result.Eval pb-pasbio_:0:1:_test.svm.41.svm.Result.Eval pb-pasbio_:0:1:_test.svm.45.svm.Result.Eval pb-pasbio_:0:1:_test.svm.51.svm.Result.Eval #Base gtb-supervised_:0:1:.svm.Result.Eval #Lists gtb-supervised_:0:1:.svm.*1*9*.svm.Result.Eval gtb-supervised_:0:1:.svm.13.svm.Result.Eval gtb-supervised_:0:1:.svm.15.svm.Result.Eval gtb-supervised_:0:1:.svm.16.svm.Result.Eval gtb-supervised_:0:1:.svm.*20*24*.svm.Result.Eval gtb-supervised_:0:1:.svm.*27*31*.svm.Result.Eval gtb-supervised_:0:1:.svm.*35*37*.svm.Result.Eval gtb-supervised_:0:1:.svm.41.svm.Result.Eval gtb-supervised_:0:1:.svm.45.svm.Result.Eval gtb-supervised_:0:1:.svm.51.svm.Result.Eval
另外，列表檔中的特殊字元「:」和「*」，分別代表的是實驗取樣編號（上例是取樣 0 到 1）和 feature 編號（1～9、13、15、16、20～24、27～31、35～37、41、45 和 51）
feature 編號
##### Feature: Predicate 1 ##### Feature: Path 2 ##### Feature: Phrase Type 3 ##### Feature: Position (Left / Right / ContainJust / Contain) 4 ##### Feature: Voice 5 ##### Feature: Head Word 6 ##### Feature: Sub-categorization 7 ##### Feature: Head POS 8 ##### Feature: First Word 9 ##### Feature: First Word's POS 10 ##### Feature: Last Word 11 ##### Feature: Last Word's POS 12 ##### Feature: Contain First Word 13 ##### Feature: Contain Last Word 14 ##### Feature: Combination: Distance(predicate and phrase) and Predicate 15 ##### Feature: Syntactic Frame of predicate/NP 16 17 18 19 ##### Feature: PP Parent's Headword 20 ##### Feature: Combination: Voice and Position 21 ##### Feature: Combination: Predicate and Phrase Type 22 ##### Feature: Combination: Predicate and Headword 23 ##### Feature: Named Entity ##### Feature: Headword suffixes of length 2, 3, 4 24 25 26 ##### Feature: Number of words in the phrase 27 ##### Feature: Chunk distance: All/VP ##### Feature: Predicate's Verb Class 28 ##### Feature: Predicate POS tag 29 ##### Feature: Predicate Frequency: (f > 3) ? frequent : rare 30 ##### Feature: Predicate's Context: BP (Chunk) ##### Feature: Predicate's Context: POS 31 32 33 34 ##### Feature: Number of predicates 35 ##### Feature: Level 36 ##### Feature: Context: Words +-2 37 38 39 40 ##### Feature: Context: Context POS +-2 41 42 43 44 ##### Feature: Context: Chunk Type ##### Feature: Parent's Features 45 46 47 48 49 50 ##### Feature: Siblings' Features L : 51 52 53 54 55 56 R : 57 58 59 60 61 62
需求
將命令列指定檔案內的各種動、名詞（各種型態）總數加起來。
本程式主要的目的是能夠自動辨識不同型態的英文單字，將相同意義但是型態不同的單字（比如 abolish、abolished、abolishes、abolishing）視為相同，在將它們的總數計算成列於後。
使用範例
加入 GTP 和 PB 支援後：
java -jar wordsummer.jar -h
上面的用法會顯示使用說明：
usage:
java -jar tools.jar [option] [verb list filename] filename
available option:
-Tfre:
total frequence.
-Vfre:
verb frequence.
- -Tfre
- 計算所有句子中，滿足是動詞的個數（frequency）
- -Vfre
- 必須加上 verb list filename 參數（該參數是一個包含動詞（變化型、原形）的列表檔），其會依據提供的列表檔中的動詞列表，來計算動詞個數（frequency）
上面兩個參數都會產生原檔名.fre 的結果檔，其內容為每一個動詞的出現次數。
不加上任何參數時，會依據提供的動詞 fre 檔，產生結果。
Ant task
- WordSummer
- WordSummerTest
- build
- clean
- help
- init
java -jar wordsummer.jar [inputfile]
或是執行 JUnit 測試程式：
java -jar wordsummer.jar WordSummerTest
輸入檔案的內容格式（以 tab 分隔字元和其出現數目：字元^t數目）：
-competed 1 -expressing 1 -phosphorylated 1 -ribosylates 1 /activating 1 a 1 abbreviated 1 ablating 2 abolish 10 abolished 54 abolishes 16 abolishing 1
輸出的結果為：
-competed,1,-competed,1 -expressing,1,-expressing,1 -phosphorylated,1,-phosphorylated,1 -ribosylates,1,-ribosylates,1 /activating,1,/activating,1 a,1,a,1 abbreviated,1,abbreviated,1 ablating,2,ablating,2 abolish,81,abolish,10 abolish,81,abolished,54 abolish,81,abolishes,16 abolish,81,abolishing,1
即經過 WordSummer 處理後的結果格式為：
單字,總出現數目,原始單字,原始單字出現的數目
輸入的資料可以不用排序過如下：
activated 620 induced 589 expressed 503 has 492 been 478 found 422 suggest 391 increased 372 show 367 required 348 involved 330 inhibited 329 demonstrate 309 identified 308 shown 295 showed 290 binding 290 using 289 observed 276 associated 270 demonstrated 270 did 264 mediated 255 induce 233 including 228 containing 227
程式說明
因為趕著要交給 Jacky 作文檔的分析，因此整個程式架構有點凌而且有許多重複，或為完整實做的部分。不過執行出來的結果已經可以讓人接受，省去不少時間！
基本上程式的實做是依循著英文的文法規則來加以撰寫，大致上，被讀進來的每一個單字，會被 model 成一個個 idv.hjd.util.Vocabulary 物件，而若是經由文法規則判斷某幾個單字為變化形時，則會把它們全部填入 idv.hjd.util.VocabularyList 物件中。
程式主要是以 eclipse 開發，另外提供了 ant 的建構檔。
不規則變化字典
下面列出是套用的字典檔：
abide,abides,abiding,abided,abided aby,abyes,abys,abying,abought,abought aerify,aerifies,aerifying,aerified,aerified air-dry,air-dries,air-drying,air-dried,air-dried anglicise,anglicises,anglicising,anglicised,anglicised anglicize,anglicizes,anglicizing,anglicized,anglicized anglify,anglifies,anglifying,anglified,anglified ante,antes,anteing,anted,anteed,anted,anteed arc,arcs,arcing,arcking,arced,arcked,arced,arcked argufy,argufies,argufying,argufied,argufied arise,arises,arising,arisen,arose awake,awakes,awaking,awoken,awaked baa,baas,baaing,baaed,baaed baby-sit,baby-sits,baby-sitting,baby-sat,baby-sat backbite,backbites,backbiting,backbitten,backbit back-pedal,back-pedals,back-pedaling,back-pedalling,back-pedaled,back-pedalled,back-pedaled,back-pedalled backslide,backslides,backsliding,backslidden,backslid ballyhoo,ballyhoos,ballyhooing,ballyhooed,ballyhooed ballyrag,ballyrags,ballyragging,ballyragged,ballyragged bar,bars,barring,barred,barred barrel,barrels,barreling,barrelling,barreled,barrelled,barreled,barrelled basify,basifies,basifying,basified,basified bayonet,bayonets,bayoneting,bayonetting,bayoneted,bayonetted,bayoneted,bayonetted bear,bears,bearing,borne,bore beat,beats,beating,beaten,beat become,becomes,becoming,become,became bedevil,bedevils,bedeviling,bedevilling,bedeviled,bedevilled,bedeviled,bedevilled bedim,bedims,bedimming,bedimmed,bedimmed befall,befalls,befalling,befallen,befell befog,befogs,befogging,befogged,befogged beget,begets,begetting,begotten,begat,begot begin,begins,beginning,begun,began behold,beholds,beholding,beholden,beheld bejewel,bejewels,bejeweling,bejewelling,bejeweled,bejewelled,bejeweled,bejewelled belly-flop,belly-flops,belly-flopping,belly-flopped,belly-flopped bename,benames,benaming,benamed,benamed bend,bends,bending,bent,bent beseech,beseeches,beseeching,beseeched,besought,beseeched,besought beset,besets,besetting,beset,beset bespeak,bespeaks,bespeaking,bespoken,bespoke bespread,bespreads,bespreading,bespread,bespread bestead,besteads,besteading,besteaded,besteaded bestrew,bestrews,bestrewing,bestrewed,bestrewn,bestrewed bestride,bestrides,bestriding,bestridden,bestrode bet,bets,betting,bet,betted,bet,betted betake,betakes,betaking,betaken,betook bethink,bethinks,bethinking,bethought,bethought bevel,bevels,beveling,bevelling,beveled,bevelled,beveled,bevelled bias,biases,biasing,biassing,biased,biassed,biased,biassed bid,bids,bidding,bid,bidden,bade,bid bind,binds,binding,bound,bound bird-dog,bird-dogs,bird-dogging,bird-dogged,bird-dogged birdie,birdies,birdieing,birdied,birdied bit,bits,bitting,bitted,bitted bite,bites,biting,bitten,bit blackberry,blackberries,blackberrying,blackberried,blackberried blackleg,blacklegs,blacklegging,blacklegged,blacklegged blat,blats,blatting,blatted,blatted bleed,bleeds,bleeding,bled,bled bless,blesses,blessing,blessed,blest,blessed,blest blob,blobs,blobbing,blobbed,blobbed blot,blots,blotting,blotted,blotted blow,blows,blowing,blown,blew blub,blubs,blubbing,blubbed,blubbed blue,blues,blueing,bluing,blued,blued blue-pencil,blue-pencills,blue-pencils,blue-penciling,blue-pencilling,blue-penciled,blue-pencilled,blue-penciled,blue-pencilled blur,blurs,blurring,blurred,blurred bob,bobs,bobbing,bobbed,bobbed bog-down,bogs-down,bogging-down,bogged-down,bogged-down boo,boos,booing,booed,booed boogie,boogies,boogieing,boogied,boogied boohoo,boohoos,boohooing,boohooed,boohooed bottle-feed,bottle-feeds,bottle-feeding,bottle-fed,bottle-fed break,breaks,breaking,broken,broke breast-feed,breast-feeds,breast-feeding,breast-fed,breast-fed breed,breeds,breeding,bred,bred brei,breis,breiing,breid,breid brevet,brevets,breveting,brevetting,breveted,brevetted,breveted,brevetted bring,brings,bringing,brought,brought broadcast,broadcasts,broadcasting,broadcast,broadcasted,broadcast,broadcasted browbeat,browbeats,browbeating,browbeaten,browbeat brutify,brutifies,brutifying,brutified,brutified buckram,buckrams,buckraming,buckramed,buckramed build,builds,building,built,built bullwhip,bullwhips,bullwhipping,bullwhipped,bullwhipped bullyrag,bullyrags,bullyragging,bullyragged,bullyragged bunco,buncos,buncoing,buncoed,buncoed bunko,bunkos,bunkoing,bunkoed,bunkoed bur,burs,burring,burred,burred burn,burns,burning,burned,burnt,burned,burnt burst,bursts,bursting,burst,burst bus,buses,busses,busing,bussing,bused,bussed,bused,bussed bushel,bushels,busheling,bushelling,busheled,bushelled,busheled,bushelled buss,busses,bussing,bussed,bussed bust,busts,busting,bust,busted,bust,busted buy,buys,buying,bought,bought calque,calques,calquing,calqued,calqued can,could canal,canals,canaling,canalling,canaled,canalled,canaled,canalled cancel,cancels,canceling,cancelling,canceled,cancelled,canceled,cancelled canopy,canopies,canopying,canopied,canopied carbonado,carbonados,carbonadoing,carbonadoed,carbonadoed carburet,carburets,carbureting,carburetting,carbureted,carburetted,carbureted,carburetted carol,carols,caroling,carolling,caroled,carolled,caroled,carolled cast,casts,casting,cast,cast catch,catches,catching,caught,caught catnap,catnaps,catnapping,catnapped,catnapped cavil,cavils,caviling,cavilling,caviled,cavilled,caviled,cavilled cbel,cbels,cbeling,cbelling,cbeled,cbelled,cbeled,cbelled channel,channels,channeling,channelling,channeled,channelled,channeled,channelled char,chars,charring,charred,charred chasse,chasses,chasseing,chassed,chassed chide,chides,chiding,chid,chidden,chid,chided chisel,chisels,chiseling,chiselling,chiseled,chiselled,chiseled,chiselled chivy,chevies,chivies,chivvies,chevying,chivvying,chivying,chevied,chivied,chivvied,chevied,chivied,chivvied chondrify,chondrifies,chondrifying,chondrified,chondrified choose,chooses,choosing,chosen,chose chop,chops,chopping,chopped,chopped citify,citifies,citifying,citified,citified clad,clads,cladding,clad,clad cleave,cleaves,cleaving,cleaved,cleft,clove,cloven,cleaved,cleft clepe,clepes,cleping,cleped,clept,yclept,cleped,clept,yclept cling,clings,clinging,clung,clung clog,clogs,clogging,clogged,clogged clop,clops,clopping,clopped,clopped clot,clots,clotting,clotted,clotted cockneyfy,cockneyfies,cockneyfying,cockneyfied,cockneyfied cod,cods,codding,codded,codded cog,cogs,cogging,cogged,cogged coif,coifs,coiffing,coiffed,coiffed collogue,collogues,colloguing,collogued,collogued colly,collies,collying,collied,collied combat,combats,combating,combatting,combated,combatted,combated,combatted come,comes,coming,come,came complot,complots,complotting,complotted,complotted con,cons,conning,conned,conned coo,coos,cooing,cooed,cooed cop,cops,copping,copped,copped coquet,coquets,coquetting,coquetted,coquetted cost,costs,costing,cost,cost co-star,co-stars,co-starring,co-starred,co-starred counsel,counsels,counseling,counselling,counseled,counselled,counseled,counselled counterplot,counterplots,counterplotting,counterplotted,counterplotted countersink,countersinks,countersinking,countersunk,countersank creep,creeps,creeping,crept,crept crossbreed,crossbreeds,crossbreeding,crossbred,crossbred crosscut,crosscuts,crosscutting,crosscut,crosscut cuckoo,cuckoos,cuckooing,cuckooed,cuckooed cudgel,cudgels,cudgeling,cudgelling,cudgeled,cudgelled,cudgeled,cudgelled cupel,cupels,cupeling,cupelling,cupeled,cupelled,cupeled,cupelled curet,curets,curettes,curetting,curetted,curetted curry,curries,currying,curried,curried curse,curses,cursing,crust,cursed,crust,cursed curvet,curvets,curveting,curvetting,curveted,curvetted,curveted,curvetted cut,cuts,cutting,cut,cut dag,dags,dagging,dagged,dagged damnify,damnifies,damnifying,damnified,damnified dandify,dandifies,dandifying,dandified,dandified dap,daps,dapping,dapped,dapped daresay,daresays,daresaying,daresaid,daresaid deal,deals,dealing,dealt,dealt,delt debar,debars,debarring,debarred,debarred debus,debuses,debusses,debusing,debussing,debused,debussed,debused,debussed decalcify,decalcifies,decalcifying,decalcified,decalcified decontrol,decontrols,decontrolling,decontrolled,decontrolled de-emphasize,de-emphasizes,de-emphasizing,de-emphasized,de-emphasized deepfreeze,deep-freezes,deep-freezing,deep-freezed,deep-freezed deep-fry,deep-fries,deep-frying,deep-fried,deep-fried degas,degases,degasses,degassing,degassed,degassed dehumidify,dehumidifies,dehumidifying,dehumidified,dehumidified dele,deles,deleing,deled,deled demit,demits,demitting,demitted,demitted demulsify,demulsifies,demulsifying,demulsified,demulsified denazify,denazifies,denazifying,denazified,denazified denitrify,denitrifies,denitrifying,denitrified,denitrified detoxify,detoxifies,detoxifying,detoxified,detoxified devaluate,devaluates,devaluating,devaluated,devaluated devil,devils,deviling,devilling,deviled,devilled,deviled,devilled devitrify,devitrifies,devitrifying,devitrified,devitrified diagram,diagrams,diagraming,diagramming,diagramed,diagrammed,diagramed,diagrammed dial,dials,dialing,dialling,dialed,dialled,dialed,dialled dib,dibs,dibbing,dibbed,dibbed die,dies,dying,died,died dig,digs,digging,dug,dug dight,dights,dighting,dight,dighted,dight,dighted dilly-dally,dilly-dallies,dilly-dallying,dilly-dallied,dilly-dallied disannul,disannuls,disannulling,disannulled,disannulled disbud,disbuds,disbudding,disbudded,disbudded disembody,disembodies,disembodying,disembodied,disembodied disembogue,disembogues,disemboguing,disembogued,disembogued disembowel,disembowels,disemboweling,disembowelling,disemboweled,disembowelled,disemboweled,disembowelled disenthral,disenthrall,disenthralls,disenthralling,disenthralled,disenthralled dishevel,dishevels,disheveling,dishevelling,disheveled,dishevelled,disheveled,dishevelled disinter,disinters,disinterring,disinterred,disinterred ditto,dittoes,dittos,dittoing,dittoed,dittoed dive,dives,diving,dived,dived,dove do,does,doing,done,did dog,dogs,dogging,dogged,dogged don,dons,donning,donned,donned dot,dots,dotting,dotted,dotted double-tongue,double-tongues,double-tonguing,double-tongued,double-tongued draw,draws,drawing,draws,drew dream,dreams,dreaming,dreamed,dreamt,dreamed,dreamt dree,drees,dreeing,dreed,dreed drink,drinks,drinking,drunk,drank drive,drives,driving,driven,drove drivel,drivels,driveling,drivelling,driveled,drivelled,driveled,drivelled drop,drops,dropping,dropped,dropped duel,duels,dueling,duelling,dueled,duelled,dueled,duelled dulcify,dulcifies,dulcifying,dulcified,dulcified dup,dups,dupping,dupped,dupped dwell,dwells,dwelling,dwelled,dwelt,dwelled,dwelt dye,dyes,dyeing,dyed,dyed eat,eats,eating,eaten,ate embus,embuses,embusses,embusing,embussing,embused,embussed,embused,embussed emcee,emcees,emceeing,emceed,emceed empanel,empanels,empaneling,empanelling,empaneled,empanelled,empaneled,empanelled enamel,enamels,enameling,enamelling,enameled,enamelled,enameled,enamelled endue,endues,enduing,endued,endued englut,engluts,englutting,englutted,englutted ensue,ensues,ensuing,ensued,ensued entrammel,entrammels,entrammelling,entrammelled,entrammelled enwind,enwinds,enwinding,enwound,enwound enwrap,enwraps,enwrapping,enwrapped,enwrapped equal,equals,equaling,equalling,equaled,equalled,equaled,equalled esterify,esterifies,esterifying,esterified,esterified estop,estops,estopping,estopped,estopped etherify,etherifies,etherifying,etherified,etherified eye,eyes,eyeing,eying,eyed,eyed facet,facets,faceting,facetting,faceted,facetted,faceted,facetted fall,falls,falling,fallen,fell featherbed,featherbeds,featherbedding,featherbedded,featherbedded feed,feeds,feeding,fed,fed feel,feels,feeling,felt,felt fight,fights,fighting,fought,fought filagree,filagrees,filagreeing,filagreed,filagreed fill up,filled up fin,fins,finning,finned,finned find,finds,finding,found,found fine-draw,fine-draws,fine-drawing,fine-drawn,fine-drew fit,fits,fitting,fit,fitted,fit,fitted flam,flams,flamming,flammed,flammed flannel,flannels,flanneling,flannelling,flanneled,flannelled,flanneled,flannelled flee,flees,fleeing,fled,fled flimflam,flimflams,flimflamming,flimflammed,flimflammed fling,flings,flinging,flung,flung flip-flop,flip-flops,flip-flopping,flip-flopped,flip-flopped floodlight,floodlights,floodlighting,floodlit,floodlit flub,flubbed,flubbed flurry,flurries,flurrying,flurried,flurried fly,flies,flying,flown,flew flyblow,flyblows,flyblowing,flyblown,flyblew fog,fogs,fogging,fogged,fogged forbear,forbears,forbearing,forborne,forbore forbid,forbad,forbids,forbidding,forbidden,forbad,forbade force-feed,force-feeds,force-feeding,force-fed,force-fed fordo,fordoes,fordoing,fordone,fordid forecast,forecasts,forecasting,forecast,forecasted,forecast,forecasted foredo,foredoes,foredoing,foredone,foredid forego,foregoes,foregoing,foregone,forewent foreknow,foreknows,foreknowing,foreknown,foreknew forerun,foreruns,forerunning,foreran,foreran foresee,foresees,foreseeing,foreseen,foresaw forespeak,forespeaks,forespeaking,forespoken,forespoke foretell,foretells,foretelling,foretold,foretold forget,forgets,forgetting,forgotten,forgot forgive,forgives,forgiving,forgiven,forgave forgo,forgoes,forgoing,forgone,forwent format,formats,formatting,formatted,formatted forsake,forsakes,forsaking,forsaken,forsook forspeak,forspeaks,forspeaking,forspoken,forspoke forswear,forswears,forswearing,forsworn,forswore frap,fraps,frapping,frapped,frapped free,frees,freeing,freed,freed freeze,freezes,freezing,frozen,froze freeze-dry,freeze-dries,freeze-drying,freeze-dried,freeze-dried frenchify,frenchifies,frenchifying,frenchified,frenchified frig,frigs,frigging,frigged,frigged frit,frits,fritting,fritted,fritted frivol,frivols,frivoling,frivolling,frivoled,frivolled,frivoled,frivolled fuel,fuels,fueling,fuelling,fueled,fuelled,fueled,fuelled funnel,funnels,funneling,funnelling,funneled,funnelled,funneled,funnelled fur,furs,furring,furred,furred gad,gads,gadding,gadded,gadded gainsay,gainsays,gainsaying,gainsaid,gainsaid gam,gams,gamming,gammed,gammed gambol,gambols,gamboling,gambolling,gamboled,gambolled,gamboled,gambolled gan,gans,ganning,ganned,ganned garnishee,garnishees,garnisheeing,garnisheed,garnisheed gas,gases,gasses,gassing,gassed,gassed geld,gelds,gelding,gelded,gelt,gelded,gelt gen-up,gens-up,genning-up,genned-up,genned-up get,gets,getting,got,gotten,got get lost,gets lost,got lost,gotten lost,getting lost get started,gets started,getting started,got started,got started ghostwrite,ghostwrites,ghostwriting,ghostwritten,ghostwrote gib,gibs,gibbing,gibbed,gibbed giftwrap,giftwraps,giftwrapping,giftwrapped,giftwrapped gild,gilds,gilding,gilded,gilt,gilded,gilt gip,gips,gipping,gipped,gipped gird,girds,girding,girded,girt,girded,girt give,gives,giving,given,gave glom,glomming,glommed,glommed glue,glues,gluing,glued,glued gnaw,gnaws,gnawing,gnawed,gnawn,gnawed go,goes,going,gone,went go deep,goes deep,going deep,gone deep,went deep goose-step,goose-steps,goose-stepping,goose-stepped,goose-stepped grab,grabs,grabbing,grabbed,grabbed grave,graves,graving,graven,graved gravel,gravels,graveling,gravelling,graveled,gravelled,graveled,gravelled gree,grees,greeing,greed,greed grind,grinds,grinding,ground,ground grovel,grovels,groveling,grovelling,groveled,grovelled,groveled,grovelled grow,grows,growing,grown,grew gumshoe,gumshoes,gumshoeing,gumshoed,gumshoed hallo,hallos,halloing,halloed,halloed halloo,halloos,hallooing,hallooed,hallooed halo,haloes,halos,haloing,haloed,haloed hamstring,hamstrings,hamstringing,hamstringed,hamstrung,hamstring,hamstrung handfeed,handfeeds,handfeeding,handfed,handfed handicap,handicaps,handicapping,handicapped,handicapped hand-knit,hand-knits,hand-knitting,hand-knitted,hand-knitted handsel,handsels,handselling,handselled,handselled hang,hangs,hanging,hanged,hung,hanged,hung hansel,hansels,hanseling,hanseled,hanseled has,have,having,had,had hatchel,hatchels,hatcheling,hatchelling,hatcheled,hatchelled,hatcheled,hatchelled hear,hears,hearing,heard,heard heave,heaves,heaving,heaved,hove,heaved,hove hiccup,hiccups,hiccuping,hiccupping,hiccuped,hiccupped,hiccuped,hiccupped hide,hides,hiding,hid,hidden,hid,hided hie,hieing,hying,hied,hied high-hat,high-hats,high-hatting,high-hatted,high-hatted hinny,hinnies,hinnying,hinnied,hinnied hit,hits,hitting,hit,hit hocus,hocuses,hocusing,hocussing,hocused,hocussed,hocused,hocussed hocus-pocus,hocus-pocuses,hocus-pocusing,hocus-pocussing,hocus-pocused,hocus-pocussed,hocus-pocused,hocus-pocussed hoe,hoes,hoeing,hoed,hoed hold,holds,holding,held,held honey,honeys,honeying,honeyed,honied,honeyed,honied hop,hops,hopping,hopped,hopped housel,housels,houseling,houselling,houseled,houselled,houseled,houselled hovel,hovels,hoveling,hovelling,hoveled,hovelled,hoveled,hovelled hurry,hurries,hurrying,hurried,hurried hurt,hurts,hurting,hurt,hurt hypertrophy,hypertrophies,hypertrophying,hypertrophied,hypertrophied imbrue,imbrues,imbruing,imbrued,imbrued imbue,imbues,imbuing,imbued,imbued impanel,impanells,impanels,impaneling,impanelling,impaneled,impanelled,impaneled,impanelled inbreed,inbreeds,inbreeding,inbred,inbred indue,indues,induing,indued,indued indwell,indwells,indwelling,indwelt,indwelt initial,initials,initialing,initialling,initialed,initialled,initialed,initialled inlay,inlays,inlaying,inlaid,inlaid inlet,inlets,inlet,inlet input,inputs,inputting,input,inputted,input,inputted inset,insets,insetting,inset,insetted,inset,insetted inspan,inspans,inspanning,inspanned,inspanned instal,install,instals,installing,installed,installed interbreed,interbreeds,interbreeding,interbred,interbred intercrop,intercrops,intercropping,intercropped,intercropped intercut,intercuts,intercutting,intercut,intercut interlay,interlays,interlaying,interlaid,interlaid intermit,intermits,intermitting,intermitted,intermitted interplead,interpleads,interpleading,interpleaded,interpled,interpleaded,interpled interstratify,interstratifies,interstratifying,interstratified,interstratified interweave,interweaves,interweaving,interwoven,interweaved,interwove intromit,intromits,intromitting,intromitted,intromitted inweave,inweaves,inweaving,inwoven,inweaved inwrap,inwraps,inwrapping,inwrapped,inwrapped issue,issues,issuing,issued,issued jar,jars,jarring,jarred,jarred jell,jells,jelling,jelled,jelled jellify,jellifies,jellifying,jellified,jellified jerry-build,jerry-builds,jerry-building,jerry-built,jerry-built jewel,jewels,jeweling,jewelling,jeweled,jewelled,jeweled,jewelled jitterbug,jitterbugs,jitterbugging,jitterbugged,jitterbugged job,jobs,jobbing,jobbed,jobbed jog,jogs,jogging,jogged,jogged jollify,jollifies,jollifying,jollified,jollified jot,jots,jotting,jotted,jotted joypop,joypops,joypopping,joypopped,joypopped joy-ride,joy-rides,joy-riding,joy-ridden,joy-rode jut,juts,jutting,jutted,jutted keep,keeps,keeping,kept,kept kennel,kennels,kenneling,kennelling,kenneled,kennelled,kenneled,kennelled kernel,kernels,kerneling,kernelling,kerneled,kernelled,kerneled,kernelled kidnap,kidnaps,kidnaping,kidnapping,kidnaped,kidnapped,kidnaped,kidnapped knap,knaps,knapping,knapped,knapped kneel,kneels,kneeling,kneeled,knelt,kneeled,knelt knit,knits,knitting,knit,knitted,knit,knitted knot,knots,knotting,knotted,knotted know,knows,knowing,known,knew KO,KO's,F,Knock Out,KO'ing,KO'd,KO'd label,labels,labeling,labelling,labeled,labelled,labeled,labelled lade,lades,lading,laden,laded ladify,ladyfies,ladyfying,ladyfied,ladyfied laicize,laicizes,laicizing,laicized,laicized lallygag,lallygags,lallygagging,lallygagged,lallygagged lam,lams,lamming,lammed,lammed lasso,lassoes,lassos,lassoing,lassoed,lassoed laurel,laurels,laureling,laurelling,laureled,laurelled,laureled,laurelled lay,lays,laying,laid,laid lead,leads,leading,led,led lean,leans,leaning,leaned,leant,leaned,leant leap,leaps,leaping,leaped,leapt,leaped,leapt leapfrog,leapfrogs,leapfrogging,leapfrogged,leapfrogged learn,learns,learning,learned,learnt,learned,learnt leave,leaves,leaving,left,left leave undone,leaves undone,leaving undone,left undone,left undone legitimize,legitimizes,legitimizing,legitimized,legitimized lend,lends,lending,lent,lent let,lets,letting,let,let level,levels,leveling,levelling,leveled,levelled,leveled,levelled libel,libels,libeling,libelling,libeled,libelled,libeled,libelled lie,lies,lying,lain,lay light,lights,lighting,lighted,lit,lighted,lit lignify,lignifies,lignifying,lignified,lignified lip-read,lip-reads,lip-reading,lip-read,lip-read liquify,liquifies,liquifying,liquified,liquified lob,lobs,lobbing,lobbed,lobbed log,logs,logging,logged,logged lop,lops,lopping,lopped,lopped lose,loses,losing,lost,lost lot,lots,lotting,lotted,lotted machine-gun,machine-guns,machine-gunning,machine-gunned,machine-gunned make,makes,making,made,made man,mans,manning,manned,manned manumit,manumits,manumitting,manumitted,manumitted mar,mars,marring,marred,marred marcel,marcels,marcelling,marcelled,marcelled marshal,marshals,marshaling,marshalling,marshaled,marshalled,marshaled,marshalled marvel,marvels,marveling,marvelling,marveled,marvelled,marveled,marvelled may,might mean,means,meaning,meant,meant medal,medals,medaling,medalling,medaled,medalled,medaled,medalled meet,meets,meeting,met,met melt,melts,melting,molten,melted metal,metals,metaling,metalling,metaled,metalled,metaled,metalled metrify,metrifies,metrifying,metrified,metrified militate against,militates against,militating against,militated against,militated against minify,minifies,minifying,minified,minified misbecome,misbecomes,misbecoming,misbecame,misbecame miscast,miscasts,miscasting,miscast,miscast misconstrue,misconstrues,misconstruing,misconstrued,misconstrued misdeal,misdeals,misdealing,misdealt,misdealt misgive,misgives,misgiving,misgiven,misgave mishear,mishears,mishearing,misheard,misheard mishit,mishits,mishitting,mishit,mishit mislay,mislays,mislaying,mislaid,mislaid mislead,misleads,misleading,misled,misled misplead,mispleads,mispleading,mispleaded,mispled,mispleaded,mispled misread,misreads,misreading,misread,misread misspell,misspells,misspelling,mispelt,misspelled,mispelt,misspelled misspend,misspends,misspending,misspent,misspent mistake,mistakes,mistaking,mistaken,mistook misunderstand,misunderstands,misunderstanding,misunderstood,misunderstood mob,mobs,mobbing,mobbed,mobbed model,models,modeling,modelling,modeled,modelled,modeled,modelled moonlight,moonlights,moonlighting,moonlighted,moonlighted mow,mows,mowing,mowed,mown,mowed mug,mugs,mugging,mugged,mugged nickel,nickels,nickeling,nickelling,nickeled,nickelled,nickeled,nickelled nidify,nidifies,nidifying,nidified,nidified nid-nod,nid-nods,nid-nodding,nid-nodded,nid-nodded niello,niellos,nielloing,nielloed,nielloed nitrify,nitrifies,nitrifying,nitrified,nitrified nonplus,nonpluses,nonplusses,nonplusing,nonplussing,nonplused,nonplussed,nonplused,nonplussed objectify,objectifies,objectifying,objectified,objectified offset,offsets,offsetting,offset,offset opsonize,opsonizes,opsonizing,opsonized,opsonized outbid,outbids,outbidding,outbidden,outbid,outbidden outbreed,outbreeds,outbreeding,outbred,outbred outdo,outdoes,outdoing,outdone,outdid outfit,outfits,outfitting,outfitted,outfitted outgas,outgasses,outgassing,outgassed,outgassed outgeneral,outgenerals,outgeneraling,outgeneralling,outgeneraled,outgeneralled,outgeneraled,outgeneralled outgo,outgoes,outgoing,outgone,outwent outgrow,outgrows,outgrowing,outgrown,outgrew outlay,outlays,outlaying,outlaid,outlaid outman,outmans,outmanning,outmanned,outmanned outride,outrides,outriding,outridden,outrode outrun,outruns,outrunning,outran,outran outsell,outsells,outselling,outsold,outsold outshine,outshines,outshining,outshined,outshone,outshined,outshone outshoot,outshoots,outshooting,outshot,outshot outspan,outspans,outspanning,outspanned,outspanned outspread,outspreads,outspreading,outspread,outspread outstand,outstands,outstanding,outstood,outstood outthink,outthinks,outthinking,outthought,outthougth outwear,outwears,outwearing,outworn,outwore overbear,overbears,overbearing,overborne,overbore overbid,overbids,overbidding,overbidden,overbid overblow,overblows,overblowing,overblown,overblew overbuild,overbuilds,overbuilding,overbuilt,overbuilt overcast,overcasts,overcasting,overcast,overcast overcome,overcomes,overcoming,overcome,overcame overcrop,overcrops,overcropping,overcropped,overcropped overdo,overdoes,overdoing,overdone,overdid overdraw,overdraws,overdrawing,overdrawn,overdrew overdrive,overdrives,overdriving,overdriven,overdrove overeat,overeats,overeating,overeaten,overate overflow,overflows,overflowing,overflowed,overflowed overfly,overflies,overflying,overflew,overflew overgrow,overgrows,overgrowing,overgrown,overgrew overhang,overhangs,overhanging,overhung,overhung overhear,overhears,overhearing,overheard,overheard overissue,overissues,overissuing,overissued,overissued overlap,overlaps,overlapping,overlapped,overlapped overlay,overlays,overlaying,overlaid,overlaid overlie,overlay,overlies,overlying,overlain,overlain overload,overloads,overloading,overladen,overloaded,overloaded overman,overmans,overmanning,overmanned,overmanned overpay,overpays,overpaying,overpaid,overpaid override,overrides,overriding,overridden,overrode overrun,overruns,overrunning,overrun,overran oversee,oversees,overseeing,overseen,oversaw oversell,oversells,overselling,oversold,oversold overset,oversets,oversetting,overset,overset overshoot,overshoots,overshooting,overshot,overshot oversleep,oversleeps,oversleeping,overslept,overslept overspend,overspends,overspending,overspent,overspent overstep,oversteps,overstepping,overstepped,overstepped overtake,overtakes,overtaking,overtaken,overtook overthrow,overthrows,overthrowing,overthrown,overthrew overtop,overtops,overtopping,overtopped,overtopped overwind,overwinds,overwinding,overwound,overwound overwrite,overwrites,overwriting,overwritten,overwrote pandy,pandies,pandying,pandied,pandied panel,panels,paneling,panelling,paneled,panelled,paneled,panelled panic,panics,panicking,panicked,panicked parallel,parallels,paralleling,parallelling,paralleled,parallelled,paralleled,parallelled parcel,parcels,parceling,parcelling,parceled,parcelled,parceled,parcelled parenthesize,parenthesizes,parenthesizing,parenthesized,parenthesized partake,partakes,partaking,partaken,partook pasquinade,pasquils,pasquinades,pasquilling,pasquinading,pasquilled,pasquinaded,pasquilled,pasquinaded pay,pays,paying,paid,paid pedal,pedals,pedaling,pedalling,pedaled,pedalled,pedaled,pedalled pencil,pencils,penciling,pencilling,penciled,pencilled,penciled,pencilled pettifog,pettifogs,pettifogging,pettifogged,pettifogged phantasy,phantasies,phantasying,phantasied,phantasied photocopy,photocopies,photocopying,photocopied,photocopied photomap,photomaps,photomapping,photomapped,photomapped photoset,photosets,photosetting,photoset,photoset pie,pies,pieing,piing,pied,pied pinch-hit,pinch-hits,pinch-hitting,pinch-hit,pinch-hit pistol,pistols,pistoling,pistolling,pistoled,pistolled,pistoled,pistolled pistol-whip,pistol-whips,pistol-whipping,pistol-whipped,pistol-whipped pitapat,pitapats,pitapatting,pitapatted,pitapatted plat,plats,platting,platted,platted plead,pleads,pleading,pleaded,pled,pleaded,pled plod,plods,plodding,plodded,plodded plop,plops,plopping,plopped,plopped plot,plots,plotting,plotted,plotted pod,pods,podding,podded,podded pommel,pommels,pommeling,pommelling,pommeled,pommelled,pommeled,pommelled pop,pops,popping,popped,popped pot,pots,potting,potted,potted precancel,precancels,precanceling,precancelling,precanceled,precancelled,precanceled,precancelled precast,precasts,precasting,precast,precast preoccupy,preoccupies,preoccupying,preoccupied,preoccupied prepay,prepays,prepaying,prepaid,prepaid preset,presets,presetting,preset,preset presignify,presignifies,presignifying,presignified,presignified pretermit,pretermits,pretermitting,pretermitted,pretermitted prod,prods,prodding,prodded,prodded program,programmes,programs,programming,programed,programmed,programed,programmed prologue,prologs,prologues,prologing,prologuing,prologed,prologued,prologed,prologued proofread,proofreads,proofreading,proofread,proofread prop,props,propping,propped,propped prove,proves,proving,proven,proved pummel,pummels,pummeling,pummelling,pummeled,pummelled,pummeled,pummelled pursue,pursues,pursuing,pursued,pursued put,puts,putting,put,put quarrel,quarrels,quarreling,quarrelling,quarreled,quarrelled,quarreled,quarrelled quick-freeze,quick-freezes,quick-freezing,quick-frozen,quick-froze radio,radios,radioing,raoed,raoed rappel,rappels,rappelling,rappelled,rappelled ravel,ravels,raveling,ravelling,raveled,ravelled,raveled,ravelled raz-cut,raz-cuts,raz-cutting,raz-cut,raz-cut razee,razees,razeeing,razeed,razeed read,reads,reading,read,read reave,reaves,reaving,reaved,reaved rebel,rebels,rebelling,rebelled,rebelled rebind,rebinds,rebinding,rebound,rebound rebuild,rebuilds,rebuilding,rebuilt,rebuilt recast,recasts,recasting,recast,recast recce,recces,recceing,recced,recceed,recced,recceed recommit,recommits,recommitting,recommitted,recommitted recopy,recopies,recopying,recopied,recopied redd,redds,redding,redded,redded redo,redoes,redoing,redone,redid red-pencil,red-pencills,red-pencilling,red-pencillling,red-pencilled,red-pencillled,red-pencilled,red-pencillled refuel,refuels,refueling,refuelling,refueled,refuelled,refueled,refuelled rehear,rehears,rehearing,reheard,reheard relay,relays,relaying,relaid,relaid rely,relies,relying,relied,relied remake,remakes,remaking,remade,remade rend,rends,rending,rent,rent repay,repays,repaying,repaid,repaid replevy,replevies,replevying,replevied,replevied rerun,reruns,rerunning,rerun,reran resell,resells,reselling,resold,resold reset,resets,resetting,reset,reset resit,resits,resitting,resat,resat ret,rets,retting,retted,retted retake,retakes,retaking,retaken,retook retell,retells,retelling,retold,retold rethink,rethinks,rethinking,rethought,rethought retread,retreads,retreading,retreaded,retreaded re-tread,re-treads,re-treading,re-trodden,re-trod retrofit,retrofits,retrofitting,retrofitted,retrofitted retry,retries,retrying,retried,retried reunify,reunifies,reunifying,reunified,reunified revalorize,revalorizes,revalorizing,revalorized,revalorized revel,revels,reveling,revelling,reveled,revelled,reveled,revelled revet,revets,revetting,revetted,revetted rewind,rewinds,rewinding,rewound,rewound rewrite,rewrites,rewriting,rewritten,rewrote ricochet,ricochets,ricocheting,ricochetting,ricocheted,ricochetted,ricocheted,ricochetted rid,rids,ridding,rid,ridded,rid,ridded ride,rides,riding,ridden,rode rigidify,rigidifies,rigidifying,rigidified,rigidified ring,rings,ringing,rung,rang rise,rises,rising,risen,rose rival,rivals,rivaling,rivalling,rivaled,rivalled,rivaled,rivalled rive,rives,riving,riven,rived rob,robs,robbing,robbed,robbed rot,rots,rotting,rotted,rotted roughcast,roughcasts,roughcasting,roughcast,roughcast rough-dry,rough-dries,rough-drying,rough-dried,rough-dried rough-hew,rough-hews,rough-hewing,rough-hewed,rough-hewed rowel,rowels,roweling,rowelling,roweled,rowelled,roweled,rowelled rue,rues,ruing,rued,rued ruggedize,ruggedizes,ruggedizing,ruggedized,ruggedized run,runs,running,run,ran saccharify,saccharifies,saccharifying,saccharified,saccharified sandbag,sandbags,sandbagging,sandbagged,sandbagged sand-cast,sand-casts,sand-casting,sand-cast,sand-cast saponify,saponifies,saponifying,saponified,saponified saute,sautes,sauteing,sauted,sauteed,sauted,sauteed saw,saws,sawing,sawed,sawn,sawed say,says,saying,said,said scag,scags,scagging,scagged,scagged scar,scars,scarring,scarred,scarred scorify,scorifies,scorifying,scorified,scorified scry,scries,scrying,scried,scried scurry,scurries,scurrying,scurried,scurried see,sees,seeing,seen,saw seed,seeds,seeding,seeded,seeded seek,seeks,seeking,sought,sought sell,sells,selling,sold,sold send,sends,sending,sent,sent set,sets,setting,set,set shake,shakes,shaking,shaken,shook shall,should sharecrop,sharecrops,sharecropping,sharecropped,sharecropped shave,shaves,shaving,shaven,shaved shear,shears,shearing,sheared,shorn,sheared shed,sheds,shedding,shed,shed shend,shends,shending,shent,shent shikar,shikars,shikarring,shikarred,shikarred shillyshally,shillyshallies,shillyshallying,shillyshallied,shillyshallied shim,shims,shimming,shimmed,shimmed shimmy,shimmies,shimmying,shimmied,shimmied shine,shines,shining,shined,shone,shined,shone shit,shits,shitting,shat,shit,shat,shit shoe,shoes,shoeing,shod,shoed,shod,shoed shoot,shoots,shooting,shot,shot shop,shops,shopping,shopped,shopped shot,shots,shotting,shotted,shotted shovel,shovels,shoveling,shovelling,shoveled,shovelled,shoveled,shovelled show,shows,showing,showed,shown,showed shred,shredding,shred,shredded,shred,shredded shrink,shrinks,shrinking,shrunk,shrunken,shrank,shrunk shrink-wrap,shrink-wraps,shrink-wrapping,shrink-wrapped,shrink-wrapped shrive,shrives,shriving,shriven,shrived shrivel,shrivels,shriveling,shrivelling,shriveled,shrivelled,shriveled,shrivelled shut,shuts,shutting,shut,shut shy,shies,shying,shied,shied sight-read,sight-reads,sight-reading,sight-read,sight-read sightsee,sightsees,sightseeing,sightseen,sightsaw signal,signals,signaling,signalling,signaled,signalled,signaled,signalled silicify,silicifies,silicifying,silicified,silicified sin,sins,sinning,sinned,sinned sing,sings,singing,sung,sang single-step,single-steps,single-stepping,single-stepped,single-stepped sink,sinks,sinking,sunk,sunken,sank,sunk sit,sits,sitting,sat,sat skelly,skellies,skellying,skellied,skellied sken,skens,skenning,skenned,skenned sket,skets,sketting,sketted,sketted skinny-dip,skinny-dips,skinny-dipping,skinny-dipped,skinny-dipped skin-pop,skin-pops,skin-popping,skin-popped,skin-popped sky,skies,skying,skied,skyed,skied,skyed skydive,skydives,skydiving,skydived,skydived slay,slays,slaying,slain,slew sleep,sleeps,sleeping,slept,slept slide,slides,sliding,slid,slidden,slid sling,slings,slinging,slung,slung slink,slinks,slinking,slunk,slunk slit,slits,slitting,slit,slit slog,slogs,slogging,slogged,slogged slop,slops,slopping,slopped,slopped slot,slots,slotting,slotted,slotted slur,slurs,slurring,slurred,slurred smell,smells,smelling,smelled,smelt,smelled,smelt smite,smites,smiting,smitten,smote sned,sneds,snedding,snedded,snedded snivel,snivels,sniveling,snivelling,sniveled,snivelled,sniveled,snivelled sob,sobs,sobbing,sobbed,sobbed sod,sods,sodding,sodded,sodded soft-pedal,soft-pedals,soft-pedaling,soft-pedalling,soft-pedaled,soft-pedalled,soft-pedaled,soft-pedalled solemnify,solemnifies,solemnifying,solemnified,solemnified soothsay,soothsays,soothsaying,soothsaid,soothsaid sop,sops,sopping,sopped,sopped sow,sows,sowing,sowed,sown,sowed spancel,spancels,spanceling,spancelling,spanceled,spancelled,spanceled,spancelled spar,spars,sparring,sparred,sparred spat,spats,spatting,spatted,spatted speak,speaks,speaking,spoken,spoke speed,speeds,speeding,sped,speeded,sped,speeded spell,spells,spelling,spelled,spelt,spelled,spelt spellbind,spellbinds,spellbinding,spellbound,spellbound spend,spends,spending,spent,spent spill,spills,spilling,spilled,spilled spin,spins,spinning,spun,span,spun spin-dry,spin-dries,spin-drying,spin-dried,spin-dried spiral,spirals,spiraling,spiralling,spiraled,spiralled,spiraled,spiralled spit,spits,spitting,spat,spit,spat,spit split,splits,splitting,split,split spoil,spoils,spoiling,spoiled,spoilt,spoiled,spoilt spoon-feed,spoon-feeds,spoon-feeding,spoon-fed,spoon-fed spot,spots,spotting,spotted,spotted spotlight,spotlights,spotlighting,spotlighted,spotlit,spotlighted,spotlit spread,spreads,spreading,spread,spread spring,springs,springing,sprung,sprang,sprung spue,spues,spuing,spued,spued spur,spurs,spurring,spurred,spurred squat,squats,squatting,squatted,squatted stall-feed,stall-feeds,stall-feeding,stall-fed,stall-fed stand,stands,standing,stood,stood star,stars,starring,starred,starred steal,steals,stealing,stolen,stole stellify,stellifies,stellifying,stellified,stellified stencil,stencils,stenciling,stencilling,stenciled,stencilled,stenciled,stencilled stick,sticks,sticking,stuck,stuck sting,stings,stinging,stung,stung stink,stinks,stinking,stunk,stank,stunk strew,strews,strewing,strewed,strewn,strewed stride,strides,striding,stridden,strode strike,strikes,striking,struck,struck string,strings,stringing,strung,strung strive,strives,striving,strived,striven,strived,strove strop,strops,stropping,stropped,stropped stucco,stuccoes,stuccos,stuccoing,stuccoed,stuccoed stultify,stultifies,stultifying,stultified,stultified stum,stums,stumming,stummed,stummed stymie,stymies,stymieing,stymying,stymied,stymied sublet,sublets,subletting,sublet,sublet subtotal,subtotals,subtotaling,subtotalling,subtotaled,subtotalled,subtotaled,subtotalled sue,sues,suing,sued,sued sulphuret,sulphurets,sulphureting,sulphuretting,sulphureted,sulphuretted,sulphureted,sulphuretted swab,swabs,swabbing,swabbed,swabbed swag,swags,swagging,swagged,swagged swap,swaps,swops,swapping,swopping,swapped,swopped,swapped,swopped swat,swats,swatting,swatted,swatted swear,swears,swearing,sworn,swore sweep,sweeps,sweeping,swept,swept swell,swells,swelling,swelled,swollen,swelled swim,swims,swimming,swum,swam swing,swings,swinging,swung,swung swivel,swivels,swiveling,swivelling,swiveled,swivelled,swiveled,swivelled syllabicate,syllabicates,syllabicating,syllabicated,syllabicated symbol,symbols,symboling,symbolling,symboled,symbolled,symboled,symbolled take,takes,taking,taken,took talc,talcs,talcing,talcking,talced,talcked,talced,talcked tar,tars,tarring,tarred,tarred tassel,tassels,tasseling,tasselling,tasseled,tasselled,tasseled,tasselled tat,tats,tatting,tatted,tatted tattoo,tattoos,tattooing,tattooed,tattooed taxi,taxies,taxiing,taxying,taxied,taxied teach,teaches,teaching,taught,taught tear,tears,tearing,torn,tore teasel,teasels,teaselling,teaseled,teaselled,teaseled,teaselled ted,teds,tedding,tedded,tedded tee,tees,teeing,teed,teed te-hee,te-hees,te-heeing,te-heed,te-heed telecast,telecasts,telecasting,telecasted,telecasted tell,tells,telling,told,told tepefy,tepefies,tepefying,tepefied,tepefied think,thinks,thinking,thought,thought thrive,thrives,thriving,thrived,thriven,thrived,throve throw,throws,throwing,thrown,threw thrust,thrusts,thrusting,thrust,thrust tinge,tinges,tingeing,tinging,tinged,tinged tinsel,tinsels,tinseling,tinselling,tinseled,tinselled,tinseled,tinselled tittup,tittups,tittuping,tittupping,tittuped,tittupped,tittuped,tittupped tog,togs,togging,togged,togged top,tops,topping,topped,topped torrefy,torrefies,torrefying,torrefied,torrefied tot,tots,totting,totted,totted total,totals,totaling,totalling,totaled,totalled,totaled,totalled towel,towels,toweling,towelling,toweled,towelled,toweled,towelled trammel,tramels,trameling,tramelling,trameled,tramelled,trameled,tramelled transvalue,transvalues,transvaluing,transvalued,transvalued traumatize,traumatizes,traumatizing,traumatized,traumatized travel,travels,traveling,travelling,traveled,travelled,traveled,travelled tread,treads,treading,trod,trodden,trod trig,trigs,trigging,trigged,trigged trot,trots,trotting,trotted,trotted trowel,trowels,troweling,trowelling,troweled,trowelled,troweled,trowelled true,trues,trueing,truing,trued,trued tumefy,tumefies,tumefying,tumefied,tumefied tun,tuns,tunning,tunned,tunned tunnel,tunnels,tunneling,tunnelling,tunneled,tunnelled,tunneled,tunnelled typecast,typecasts,typecasting,typecast,typecast typeset,typesets,typesetting,typeset,typeset typewrite,typewrites,typewriting,typewritten,typewrote uglify,uglifies,uglifying,uglified,uglified unbend,unbends,unbending,unbent,unbent unbind,unbinds,unbinding,unbound,unbound uncap,uncaps,uncapping,uncapped,uncapped unclog,unclogs,unclogging,unclogged,unclogged unclothe,unclothes,unclothing,unclothed,unclothed underbid,underbids,underbidding,underbid,underbid underbuy,underbuys,underbuying,underbought,underbought undercut,undercuts,undercutting,undercut,undercut underfeed,underfeeds,underfeeding,underfed,underfed undergird,undergirds,undergirding,undergirded,undergirded undergo,undergoes,undergoing,undergone,underwent underlay,underlays,underlaying,underlaid,underlaid underlet,underlets,underletting underlie,underlies,underlying,underlain,underlay underpay,underpays,underpaying,underpaid,underpaid underpin,underpins,underpinning,underpinned,underpinned underprop,underprops,underpropping,underpropped,underpropped undersell,undersells,underselling,undersold,undersold underset,undersets,undersetting,underset,underset undershoot,undershoots,undershooting,undershot,undershot understand,understands,understanding,understood,understood undertake,undertakes,undertaking,undertaken,undertook undervalue,undervalues,undervaluing,undervalued,undervalued underwrite,underwrites,underwriting,underwritten,underwrote undo,undoes,undoing,undone,undid unfit,unfits,unfitting,unfitted,unfitted unfreeze,unfreezes,unfreezing,unfrozen,unfroze unkennel,unkennels,unkenneling,unkennelling,unkenneled,unkennelled,unkenneled,unkennelled unknit,unknits,unknitting,unknit,unknitted,unknit,unknitted unlay,unlays,unlaying,unlaid,unlaid unlearn,unlearns,unlearning,unlearned,unlearned unmake,unmakes,unmaking,unmade,unmade unman,unmans,unmanning,unmanned,unmanned unpeg,unpegs,unpegging,unpegged,unpegged unpin,unpins,unpinning,unpinned,unpinned unplug,unplugs,unplugging,unplugged,unplugged unravel,unravels,unraveling,unravelling,unraveled,unravelled,unraveled,unravelled unreeve,unreeves,unreeving,unreeved,unreeved unrig,unrigs,unrigging,unrigged,unrigged unsay,unsays,unsaying,unsaid,unsaid unship,unships,unshipping,unshipped,unshipped unsling,unslings,unslinging,unslung,unslung unsnap,unsnaps,unsnapping,unsnapped,unsnapped unspeak,unspeaks,unspeaking,unspoken,unspoke unsteady,unsteadies,unsteadying,unsteadied,unsteadied unstep,unsteps,unstepping,unstepped,unstepped unstick,unsticks,unsticking,unstuck,unstuck unstring,unstrings,unstringing,unstrung,unstrung unswear,unswears,unswearing,unsworn,unswore unteach,unteaches,unteaching,untaught,untaught unthink,unthinks,unthinking,unthought,unthought untread,untreads,untreading,untrodden,untrod unwind,unwinds,unwinding,unwound,unwound unwrap,unwraps,unwrapping,unwrapped,unwrapped upbuild,upbuilds,upbuilding,upbuilt,upbuilt upcast,upcasts,upcasting,upcast,upcast upheave,upheaves,upheaving,upheaved,upheaved uphold,upholds,upholding,upheld,upheld uppercut,uppercuts,uppercutting,uppercut,uppercut uprise,uprises,uprising,uprisen,uprose upset,upsets,upsetting,upset,upset upspring,upsprings,upspringing,upsprung,upsprang upsweep,upsweeps,upsweeping,upswept,upswept upswell,upswells,upswelling,upswollen,upswelled upswing,upswings,upswinging,upswung,upswung verbify,verbifies,verbifying,verbified,verbified victual,victuals,victualing,victualling,victualed,victualled,victualed,victualled vitriol,vitriols,vitrioling,vitriolling,vitrioled,vitriolled,vitrioled,vitriolled vivify,vivifies,vivifying,vivified,vivified wad,wads,wadding,wadded,wadded waddy,waddies,waddying,waddied,waddied wadset,wadsets,wadsetting,wadsetted,wadsetted wake,wakes,waking,waked,woken,waked,woke wan,wans,wanning,wanned,wanned war,wars,warring,warred,warred water-ski,water-skis,water-skiing,water-skied,water-skied waylay,waylays,waylaying,waylaid,waylaid wear,wears,wearing,worn,wore weave,weaves,weaving,woven,weaved,wove weep,weeps,weeping,wept,wept wet,wets,wetting,wet,wetted,wet,wetted whap,whaps,whapping,whapped,whapped whir,whirs,whirring,whirred,whirred whistle-stop,whistle-stops,whistle-stopping,whistle-stopped,whistle-stopped whop,whops,whopping,whopped,whopped wigwag,wigwags,wigwagging,wigwagged,wigwagged will,would win,wins,winning,won,won wind,winds,winding,wound,wound window-shop,window-shops,window-shopping,window-shopped,window-shopped winterfeed,winterfeeds,winterfeeding,winterfed,winterfed wiredraw,wiredraws,wiredrawing,wiredrawn,wiredrew withdraw,withdraws,withdrawing,withdrawn,withdrew withhold,withholds,withholding,withheld,withheld withstand,withstands,withstanding,withstood,withstood worry,worries,worrying,worried,worried worship,worships,worshipping,worshipped,worshipped wreak,wreaks,wreaking,wreaked,wrought,wreaked,wrought wring,wrings,wringing,wrung,wrung write,writes,writing,written,wrote wry,wries,wrying,wried,wried yak,yaks,yakking,yakked,yakked yodel,yodels,yodeling,yodelling,yodeled,yodelled,yodeled,yodelled zap,zaps,zapping,zapped,zapped need,needed,needing,needs invoke,invokes,invoked,invoked,invoking involve,involves,involved,involving isolate,isolates,isolated,isolating act,acts,acted,acting add,adds,adding,added concern,concerned,concerns,concerning exceed,exceeding,exceeded,exceeded play,plays,played,playing plate,plates,plated,plating place,places,placing,placed rearranges,rearranged,rearranging,rearrange rest,resting,rests,rested span,spans,spanned,spanning stimulate,stimulated,stimulates,stimulating activate,activates,activated,activating believe,believes,believed,believing belong,belongs,belonged,belonging induce,induces,induced,inducing,induced. infer,inferred,inferring,infers influence,influences,influenced,influencing interrupt,interrupts,interrupted,interrupting introduce,introduces,introduced,introducing wash,washs,washed,washing mimic,mimics,mimiced,mimicing be,being,is,are,was,were,been occur,occurs,occured,occuring
只要不規則變化不是整個字都改變（比如 be、is、are），只要修改規則檔即可增進辨識率。
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