目录

1.英文停用词表(en_stopwords)

2 中文停用词表

2.1 中文停用词表

2.2 哈工大停用词表

2.3 百度停用词表

2.4 四川大学机器智能实验室停用词库

1.英文停用词表(en_stopwords)

'd'll'm're's't'veZTZZaa'sableaboutaboveabstaccordanceaccordingaccordinglyacrossactactuallyaddedadjadoptedaffectedaffectingaffectsafterafterwardsagainagainstahain'tallallowallowsalmostalonealongalreadyalsoalthoughalwaysamamongamongstanandannounceanotheranyanybodyanyhowanymoreanyoneanythinganywayanywaysanywhereapartapparentlyappearappreciateappropriateapproximatelyareareaareasarenaren'tarentarisearoundasasideaskaskedaskingasksassociatedatauthavailableawayawfullybbackbackedbackingbacksbebecamebecausebecomebecomesbecomingbeenbeforebeforehandbeganbeginbeginningbeginningsbeginsbehindbeingbeingsbelievebelowbesidebesidesbestbetterbetweenbeyondbigbiolbothbriefbrieflybutbycc'monc'scacamecancan'tcannotcantcasecasescausecausescertaincertainlychangesclearclearlycocomcomecomesconcerningconsequentlyconsiderconsideringcontaincontainingcontainscorrespondingcouldcouldn'tcouldntcoursecurrentlyddatedefinitelydescribedescribeddespitediddidn'tdifferdifferentdifferentlydiscussdodoesdoesn'tdoingdon'tdonedowndowneddowningdownsdownwardsdueduringeeachearlyededueffectegeighteightyeitherelseelsewhereendendedendingendsenoughentirelyespeciallyetet-aletcevenevenlyevereveryeverybodyeveryoneeverythingeverywhereexexactlyexampleexceptffacefacesfactfactsfarfeltfewfffifthfindfindsfirstfivefixfollowedfollowingfollowsforformerformerlyforthfoundfourfromfullfullyfurtherfurtheredfurtheringfurthermorefurthersggavegeneralgenerallygetgetsgettinggivegivengivesgivinggogoesgoinggonegoodgoodsgotgottengreatgreatergreatestgreetingsgroupgroupedgroupinggroupshhadhadn'thappenshardlyhashasn'thavehaven'thavinghehe'shedhellohelphenceherherehere'shereafterherebyhereinhereshereuponhersherselfheshihidhighhigherhighesthimhimselfhishitherhomehopefullyhowhowbeithoweverhundredii'di'lli'mi'veidieifignoredimimmediateimmediatelyimportanceimportantininasmuchincincludeindeedindexindicateindicatedindicatesinformationinnerinsofarinsteadinterestinterestedinterestinginterestsintoinventioninwardisisn'titit'dit'llit'sitditsitselfjjustkkeepkeepskeptkeyskgkindkmknewknowknownknowsllargelargelylastlatelylaterlatestlatterlatterlyleastlesslestletlet'sletslikelikedlikelylinelittlelonglongerlongestlooklookinglooksltdmmademainlymakemakesmakingmanmanymaymaybememeanmeansmeantimemeanwhilemembermembersmenmerelymgmightmillionmissmlmoremoreovermostmostlymrmrsmuchmugmustmymyselfnn'tnanamenamelynayndnearnearlynecessarilynecessaryneedneededneedingneedsneitherneverneverthelessnewnewernewestnextnineninetynonobodynonnonenonethelessnoonenornormallynosnotnotednothingnovelnownowherenumbernumbersoobtainobtainedobviouslyofoffoftenohokokayoldolderoldestomittedononceoneonesonlyontoopenopenedopeningopensorordorderorderedorderingordersotherothersotherwiseoughtouroursourselvesoutoutsideoveroverallowingownppagepagespartpartedparticularparticularlypartingpartspastperperhapsplaceplacedplacespleasepluspointpointedpointingpointspoorlypossiblepossiblypotentiallypppredominantlypresentpresentedpresentingpresentspresumablypreviouslyprimarilyprobablyproblemproblemspromptlyproudprovidesputputsqquequicklyquiteqvrranratherrdrereadilyreallyreasonablyrecentrecentlyrefrefsregardingregardlessregardsrelatedrelativelyresearchrespectivelyresultedresultingresultsrightroomroomsrunssaidsamesawsaysayingsayssecsecondsecondlysecondssectionseeseeingseemseemedseemingseemsseenseesselfselvessensiblesentseriousseriouslysevenseveralshallsheshe'llshedshesshouldshouldn'tshowshowedshowingshownshownsshowssidesidessignificantsignificantlysimilarsimilarlysincesixslightlysmallsmallersmallestsosomesomebodysomehowsomeonesomethansomethingsometimesometimessomewhatsomewheresoonsorryspecificallyspecifiedspecifyspecifyingstatestatesstillstopstronglysubsubstantiallysuccessfullysuchsufficientlysuggestsupsurett'staketakentakingtelltendsththanthankthanksthanxthatthat'llthat'sthat'vethatsthetheirtheirsthemthemselvesthenthencetherethere'llthere'sthere'vethereaftertherebytheredthereforethereinthereofthereretherestheretothereuponthesetheythey'dthey'llthey'rethey'vetheydtheyrethingthingsthinkthinksthirdthisthoroughthoroughlythosethouthoughthoughhthoughtthoughtsthousandthreethrougthroughthroughoutthruthustiltiptotodaytogethertootooktowardtowardstriedtriestrulytrytryingtsturnturnedturningturnstwicetwouununderunfortunatelyunlessunlikeunlikelyuntiluntoupuponupsususeusedusefulusefullyusefulnessusesusingusuallyuucpvvaluevariousveryviavizvolvolsvswwantwantedwantingwantswaswasn'twaywayswewe'dwe'llwe'rewe'vewedwelcomewellwellswentwereweren'twhatwhat'llwhat'swhateverwhatswhenwhencewheneverwherewhere'swhereafterwhereaswherebywhereinwhereswhereuponwhereverwhetherwhichwhilewhimwhitherwhowho'llwho'swhodwhoeverwholewhomwhomeverwhoswhosewhywidelywillwillingwishwithwithinwithoutwon'twonderwordsworkworkedworkingworksworldwouldwouldn'twwwxyyearyearsyesyetyouyou'dyou'llyou'reyou'veyoudyoungyoungeryoungestyouryoureyoursyourselfyourselveszzeroztzz!""""#$%&'()*+","-./:;?@[\]^_`{|}~

2 中文停用词表

2.1 中文停用词表(cn_stopwords)

$0123456789?_“”、。《》一一些一何一切一则一方面一旦一来一样一般一转眼万一上上下下不不仅不但不光不单不只不外乎不如不妨不尽不尽然不得不怕不惟不成不拘不料不是不比不然不特不独不管不至于不若不论不过不问与与其与其说与否与此同时且且不说且说两者个个别临为为了为什么为何为止为此为着乃乃至乃至于么之之一之所以之类乌乎乎乘也也好也罢了二来于于是于是乎云云云尔些亦人人们人家什么什么样今介于仍仍旧从从此从而他他人他们以以上以为以便以免以及以故以期以来以至以至于以致们任任何任凭似的但但凡但是何何以何况何处何时余外作为你你们使使得例如依依据依照便于俺俺们倘倘使倘或倘然倘若借假使假如假若傥然像儿先不先光是全体全部兮关于其其一其中其二其他其余其它其次具体地说具体说来兼之内再再其次再则再有再者再者说再说冒冲况且几几时凡凡是凭凭借出于出来分别则则甚别别人别处别是别的别管别说到前后前此前者加之加以即即令即使即便即如即或即若却去又又及及及其及至反之反而反过来反过来说受到另另一方面另外另悉只只当只怕只是只有只消只要只限叫叮咚可可以可是可见各各个各位各种各自同同时后后者向向使向着吓吗否则吧吧哒吱呀呃呕呗呜呜呼呢呵呵呵呸呼哧咋和咚咦咧咱咱们咳哇哈哈哈哉哎哎呀哎哟哗哟哦哩哪哪个哪些哪儿哪天哪年哪怕哪样哪边哪里哼哼唷唉唯有啊啐啥啦啪达啷当喂喏喔唷喽嗡嗡嗡嗬嗯嗳嘎嘎登嘘嘛嘻嘿嘿嘿因因为因了因此因着因而固然在在下在于地基于处在多多么多少大大家她她们好如如上如上所述如下如何如其如同如是如果如此如若始而孰料孰知宁宁可宁愿宁肯它它们对对于对待对方对比将小尔尔后尔尔尚且就就是就是了就是说就算就要尽尽管尽管如此岂但己已已矣巴巴巴并并且并非庶乎庶几开外开始归归齐当当地当然当着彼彼时彼此往待很得得了怎怎么怎么办怎么样怎奈怎样总之总的来看总的来说总的说来总而言之恰恰相反您惟其慢说我我们或或则或是或曰或者截至所所以所在所幸所有才才能打打从把抑或拿按按照换句话说换言之据据此接着故故此故而旁人无无宁无论既既往既是既然时候是是以是的曾替替代最有有些有关有及有时有的望朝朝着本本人本地本着本身来来着来自来说极了果然果真某某个某些某某根据欤正值正如正巧正是此此地此处此外此时此次此间毋宁每每当比比及比如比方没奈何沿沿着漫说焉然则然后然而照照着犹且犹自甚且甚么甚或甚而甚至甚至于用用来由由于由是由此由此可见的的确的话直到相对而言省得看眨眼着着呢矣矣乎矣哉离竟而第等等到等等简言之管类如紧接着纵纵令纵使纵然经经过结果给继之继后继而综上所述罢了者而而且而况而后而外而已而是而言能能否腾自自个儿自从自各儿自后自家自己自打自身至至于至今至若致般的若若夫若是若果 若非莫不然莫如莫若虽虽则虽然虽说被要要不要不是要不然要么要是譬喻譬如让许多论设使设或设若诚如诚然该说来诸诸位诸如谁谁人谁料谁知贼死赖以赶起起见趁趁着越是距跟较较之边过还还是还有还要这这一来这个这么这么些这么样这么点儿这些这会儿这儿这就是说这时这样这次这般这边这里进而连连同逐步通过遵循遵照那那个那么那么些那么样那些那会儿那儿那时那样那般那边那里都鄙人鉴于针对阿除除了除外除开除此之外除非随随后随时随着难道说非但非徒非特非独靠顺顺着首先！，：；？

2.2 哈工大停用词表(hit_stopwords)

———》），）÷（１－”，）、＝（:→℃ &*一一~~~~’. 『.一./-- 』＝″【［＊］｝＞［⑤］］［①Ｄ］ｃ］ｎｇ昉＊//［］［②ｅ］［②ｇ］＝｛}，也 ‘Ａ［①⑥］［②Ｂ］ ［①ａ］［④ａ］［①③］［③ｈ］③］１． －－ ［②ｂ］’‘ ××× ［①⑧］０：２ ＝［［⑤ｂ］［②ｃ］ ［④ｂ］［②③］［③ａ］［④ｃ］［①⑤］［①⑦］［①ｇ］∈［ ［①⑨］［①④］［①ｃ］［②ｆ］［②⑧］［②①］［①Ｃ］［③ｃ］［③ｇ］［②⑤］［②②］一.［①ｈ］.数［］［①Ｂ］数/［①ｉ］［③ｅ］［①①］［④ｄ］［④ｅ］［③ｂ］［⑤ａ］［①Ａ］［②⑧］［②⑦］［①ｄ］［②ｊ］〕〔］［://′∈［②④［⑤ｅ］１２％ｂ］......................…………………………………………………③ＺＸＦＩＴＬ［③Ｆ］」［①ｏ］］∧′＝［ ∪φ∈′｜｛－②ｃ｝［③①］Ｒ．Ｌ．［①Ｅ］Ψ－［＊］－↑.日 ［②ｄ］［②［②⑦］［②②］［③ｅ］［①ｉ］［①Ｂ］［①ｈ］［①ｄ］［①ｇ］［①②］［②ａ］ｆ］［⑩］ａ］［①ｅ］［②ｈ］［②⑥］［③ｄ］［②⑩］ｅ］〉】元／吨［②⑩］２．３％５：０  ［①］::［②］［③］［④］［⑤］［⑥］［⑦］［⑧］［⑨］ ……——?、。“”《》！，：；？．,．'? ·———──? —（）〔〕[]()-+～×／/①②③④⑤⑥⑦⑧⑨⑩ⅢВ";#@γμφφ．× Δ■▲subexp supsubLex ＃％＆＇＋＋ξ＋＋－－β＜＜±＜Δ＜λ＜φ＜＜=＝＝☆＝－＞＞λ＿～±～＋［⑤ｆ］［⑤ｄ］［②ｉ］≈ ［②Ｇ］［①ｆ］ＬＩ㈧ ［－......〉［③⑩］第二一番一直一个一些许多种有的是也就是说末##末啊阿哎哎呀哎哟唉俺俺们按按照吧吧哒把罢了被本本着比比方比如鄙人彼彼此边别别的别说并并且不比不成不单不但不独不管不光不过不仅不拘不论不怕不然不如不特不惟不问不只朝朝着趁趁着乘冲除除此之外除非除了此此间此外从从而打待但但是当当着到得的的话等等等地第叮咚对对于多多少而而况而且而是而外而言而已尔后反过来反过来说反之非但非徒否则嘎嘎登该赶个各各个各位各种各自给根据跟故故此固然关于管归果然果真过哈哈哈呵和何何处何况何时嘿哼哼唷呼哧乎哗还是还有换句话说换言之或或是或者极了及及其及至即即便即或即令即若即使几几时己既既然既是继而加之假如假若假使鉴于将较较之叫接着结果借紧接着进而尽尽管经经过就就是就是说据具体地说具体说来开始开外靠咳可可见可是可以况且啦来来着离例如哩连连同两者了临另另外另一方面论嘛吗慢说漫说冒么每每当们莫若某某个某些拿哪哪边哪儿哪个哪里哪年哪怕哪天哪些哪样那那边那儿那个那会儿那里那么那么些那么样那时那些那样乃乃至呢能你你们您宁宁可宁肯宁愿哦呕啪达旁人呸凭凭借其其次其二其他其它其一其余其中起起见起见岂但恰恰相反前后前者且然而然后然则让人家任任何任凭如如此如果如何如其如若如上所述若若非若是啥上下尚且设若设使甚而甚么甚至省得时候什么什么样使得是是的首先谁谁知顺顺着似的虽虽然虽说虽则随随着所所以他他们他人它它们她她们倘倘或倘然倘若倘使腾替通过同同时哇万一往望为为何为了为什么为着喂嗡嗡我我们呜呜呼乌乎无论无宁毋宁嘻吓相对而言像向向着嘘呀焉沿沿着要要不要不然要不是要么要是也也罢也好一一般一旦一方面一来一切一样一则依依照矣以以便以及以免以至以至于以致抑或因因此因而因为哟用由由此可见由于有有的有关有些又于于是于是乎与与此同时与否与其越是云云哉再说再者在在下咱咱们则怎怎么怎么办怎么样怎样咋照照着者这这边这儿这个这会儿这就是说这里这么这么点儿这么些这么样这时这些这样正如吱之之类之所以之一只是只限只要只有至至于诸位着着呢自自从自个儿自各儿自己自家自身综上所述总的来看总的来说总的说来总而言之总之纵纵令纵然纵使遵照作为兮呃呗咚咦喏啐喔唷嗬嗯嗳

2.3 百度停用词表(baidu_stopwords)

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2.4 四川大学机器智能实验室停用词库(scu_stopwords)

打开天窗说亮话到目前为止赶早不赶晚常言说得好何乐而不为毫无保留地由此可见这就是说这么点儿综上所述总的来看总的来说总的说来总而言之相对而言除此之外反过来说恰恰相反如上所述换句话说具体地说具体说来另一方面与此同时一则通过毫无例外不然的话从此以后从古到今从古至今从今以后大张旗鼓从无到有从早到晚弹指之间不亦乐乎不知不觉不止一次不择手段不可开交不可抗拒不仅仅是不管怎样挨家挨户长此下去长话短说除此而外除此以外除此之外得天独厚川流不息长期以来挨门挨户挨门逐户多多少少多多益善二话不说更进一步二话没说分期分批风雨无阻归根到底归根结底反之亦然大面儿上倒不如说成年累月换句话说或多或少简而言之接连不断尽如人意尽心竭力尽心尽力尽管如此据我所知具体地说具体来说具体说来近几年来每时每刻屡次三番三番两次三番五次三天两头另一方面老老实实年复一年恰恰相反顷刻之间穷年累月千万千万日复一日如此等等如前所述如上所述一方面切不可顷刻间全身心另方面另一个猛然间默默地就是说近年来尽可能接下来简言之急匆匆即是说基本上换言之充其极充其量暗地里反之则比如说背地里背靠背并没有不得不不得了不得已不仅仅不经意不能不不外乎不由得不怎么不至于策略地差不多常言道常言说多年来多年前差一点敞开儿抽冷子大不了反倒是反过来大体上当口儿倒不如怪不得动不动看起来看上去看样子够瞧的到了儿呆呆地来不及来得及到头来连日来于是乎为什么这会儿换言之那会儿那么些那么样什么样反过来紧接着就是说要不然要不是一方面以至于自个儿自各儿之所以这么些这么样怎么办怎么样谁知顺着似的虽然虽说虽则随着所以他们他人它们她们倘或倘然倘若倘使要么要是也罢也好以便依照以及以免以至以致抑或因此因而因为由于有的有关有些于是与否与其越是云云一般一旦一来一切一样同时万一为何为了为着嗡嗡我们呜呼乌乎无论无宁沿着毋宁向着照着怎么咱们在下再说再者怎样这边这儿这个这里这么这时这些这样正如之类之一只是只限只要只有至于诸位着呢纵令纵然纵使遵照作为喔唷自从自己自家自身总之要不哎呀哎哟俺们按照吧哒罢了本着比方比如鄙人彼此别的别说并且不比不成不单不但不独不管不光不过不仅不拘不论不怕不然不如不特不惟不问不只朝着趁着除非除了此间此外从而但是当着的话等等叮咚对于多少而况而且而是而外而言而已尔后反之非但非徒否则嘎登各个各位各种各自根据故此固然关于果然果真哈哈何处何况何时哼唷呼哧还是还有或是或者极了及其及至即便即或即令即若即使既然既是继而加之假如假若假使鉴于几时较之接着结果进而尽管经过就是可见可是可以况且开始开外来着例如连同两者另外慢说漫说每当莫若某个某些哪边哪儿哪个哪里哪年哪怕哪天哪些哪样那边那儿那个那里那么那时那些那样乃至宁可宁肯宁愿你们啪达旁人凭借其次其二其他其它其一其余其中起见起见岂但前后前者然而然后然则人家任何任凭如此如果如何如其如若若非若是上下尚且设若设使甚而甚么甚至省得时候什么使得是的首先首先其次再次最后您们它们她们他们我们你是您是我是他是她是它是不是你们啊哈啊呀啊哟挨次挨个挨着哎呀哎哟俺们按理按期默然按时按说按照暗中暗自昂然八成倍感倍加本人本身本着并非别人必定比起比如比照鄙人毕竟必将必须并肩并没并排并且并无勃然不必不常不大不单不但而且不得不迭不定不独不对不妨不管不光不过不会不仅不拘不力不了不料不论不满不免不起不巧不然不日不少不胜不时不是不同不能不要不外不下不限不消不已不再不曾不止不只才能彻夜趁便趁机趁热趁势趁早趁着成心乘机乘势乘隙乘虚诚然迟早充分出来出去除此除非除开除了除去除却除外处处传说传闻纯粹此后此间此外此中次第匆匆从不从此从而从宽从来从轻从速从头从未从小从新从严从优从中从重凑巧存心达旦打从大大大抵大都大多大凡大概大家大举大略大约大致待到单纯单单但是但愿当场当儿当即当然当庭当头当下当真当中当着倒是到处到底到头得起的话的确等到等等顶多动辄陡然独自断然对于顿时多次多多多亏而后而论而且而是而外而言而已而又尔等反倒反而反手反之方才方能非常非但非得分头奋勇愤然更为更加根据个人各式刚才敢情该当嘎嘎否则赶快敢于刚好刚巧高低格外隔日隔夜公然过于果然果真光是关于共总姑且故此故而故意固然惯常毫不毫无很多何须好在何必何尝何妨何苦何况何止很少轰然后来呼啦哗啦互相忽地忽然话说或是伙同豁然恍然还是或许或者基本基于极大极度极端极力极其极为即便即将及其及至即刻即令即使几度几番几乎几经既然继而继之加上加以加之假如假若假使间或将才简直鉴于将近将要交口较比较为较之皆可截然截至藉以借此借以届时尽快近来进而进来进去尽管尽量尽然就算居然就此就地竟然究竟经常尽早精光经过就是局外举凡据称据此据实据说可好看来开外绝不决不据悉决非绝顶绝对绝非可见可能可是可以恐怕来讲来看快要况且拦腰牢牢老是累次累年理当理该理应例如立地立刻立马立时联袂连连连日路经临到连声连同连袂另外另行屡次屡屡缕缕率尔率然略加略微略为论说马上猛然没有每当每逢每每莫不莫非莫如莫若哪怕那么那末那些乃至难道难得难怪难说你们凝神宁可宁肯宁愿偶而偶尔碰巧譬如偏偏平素迫于扑通其次其后其实其它起初起来起首起头起先岂但岂非岂止恰逢恰好恰恰恰巧恰如恰似前后前者切莫切切切勿亲口亲身亲手亲眼亲自顷刻请勿取道权时全都全力全年全然然而然后人家人人仍旧仍然日见日渐日益日臻如常如次如果如今如期如若如上如下上来上去瑟瑟沙沙啊哎唉俺按吧把甭别嘿很乎会或既及啦了们你您哦砰啊你我他她它