命名实体识别命名实体识别ner-dataset.7z

Sentence #,Word,POS,Tag Sentence: 1,Thousands,NNS,O ,of,IN,O ,demonstrators,NNS,O ,have,VBP,O ,marched,VBN,O ,through,IN,O ,London,NNP,B-geo ,to,TO,O ,protest,VB,O ,the,DT,O ,war,NN,O ,in,IN,O ,Iraq,NNP,B-geo ,and,CC,O ,demand,VB,O ,the,DT,O ,withdrawal,NN,O ,of,IN,O ,British,JJ,B-gpe ,troops,NNS,O ,from,IN,O ,that,DT,O ,country,NN,O ,.,.,O Sentence: 2,Families,NNS,O ,of,IN,O ,soldiers,NNS,O ,killed,VBN,O ,in,IN,O ,the,DT,O ,conflict,NN,O ,joined,VBD,O ,the,DT,O ,protesters,NNS,O ,who,WP,O ,carried,VBD,O ,banners,NNS,O ,with,IN,O ,such,JJ,O ,slogans,NNS,O ,as,IN,O ,"""",``,O ,Bush,NNP,B-per ,Number,NN,O ,One,CD,O ,Terrorist,NN,O ,"""",``,O ,and,CC,O ,"""",``,O ,Stop,VB,O ,the,DT,O ,Bombings,NNS,O ,.,.,O ,"""",``,O Sentence: 3,They,PRP,O ,marched,VBD,O ,from,IN,O ,the,DT,O ,Houses,NNS,O ,of,IN,O ,Parliament,NN,O ,to,TO,O ,a,DT,O ,rally,NN,O ,in,IN,O ,Hyde,NNP,B-geo ,Park,NNP,I-geo ,.,.,O Sentence: 4,Police,NNS,O ,put,VBD,O ,the,DT,O ,number,NN,O ,of,IN,O ,marchers,NNS,O ,at,IN,O ,"10,000",CD,O ,while,IN,O ,organizers,NNS,O ,claimed,VBD,O ,it,PRP,O ,was,VBD,O ,"1,00,000",CD,O ,.,.,O Sentence: 5,The,DT,O ,protest,NN,O ,comes,VBZ,O ,on,IN,O ,the,DT,O ,eve,NN,O ,of,IN,O ,the,DT,O ,annual,JJ,O ,conference,NN,O ,of,IN,O ,Britain,NNP,B-geo ,'s,POS,O ,ruling,VBG,O ,Labor,NNP,B-org ,Party,NNP,I-org ,in,IN,O ,the,DT,O ,southern,JJ,O ,English,JJ,B-gpe ,seaside,NN,O ,resort,NN,O ,of,IN,O ,Brighton,NNP,B-geo ,.,.,O Sentence: 6,The,DT,O ,party,NN,O ,is,VBZ,O ,divided,VBN,O ,over,IN,O ,Britain,NNP,B-gpe ,'s,POS,O ,participation,NN,O ,in,IN,O ,the,DT,O ,Iraq,NNP,B-geo ,conflict,NN,O ,and,CC,O ,the,DT,O ,continued,JJ,O ,deployment,NN,O ,of,IN,O ,"8,500",CD,O ,British,JJ,B-gpe ,troops,NNS,O ,in,IN,O ,that,DT,O ,country,NN,O ,.,.,O Sentence: 7,The,DT,O ,London,NNP,B-geo ,march,NN,O ,came,VBD,O ,ahead,RB,O ,of,IN,O ,anti-war,JJ,O ,protests,NNS,O ,today,NN,O ,in,IN,O ,other,JJ,O ,cities,NNS,O ,",",",",O ,including,VBG,O ,Rome,NNP,B-geo ,",",",",O ,Paris,NNP,B-geo ,",",",",O ,and,CC,O ,Madrid,NNP,B-geo ,.,.,O Sentence: 8,The,DT,O ,International,NNP,B-org ,Atomic,NNP,I-org ,Energy,NNP,I-org ,Agency,NNP,I-org ,is,VBZ,O ,to,TO,O ,hold,VB,O ,second,JJ,O ,day,NN,O ,of,IN,O ,talks,NNS,O ,in,IN,O ,Vienna,NNP,B-geo ,Wednesday,NNP,B-tim ,on,IN,O ,how,WRB,O ,to,TO,O ,respond,VB,O ,to,TO,O ,Iran,NNP,B-gpe ,'s,POS,O ,resumption,NN,O ,of,IN,O ,low-level,JJ,O ,uranium,NN,O ,conversion,NN,O ,.,.,O Sentence: 9,Iran,NNP,B-gpe ,this,DT,O ,week,NN,O ,restarted,VBD,O ,parts,NNS,O ,of,IN,O ,the,DT,O ,conversion,NN,O ,process,NN,O ,at,IN,O ,its,PRP$,O ,Isfahan,NNP,B-geo ,nuclear,JJ,O ,plant,NN,O ,.,.,O Sentence: 10,Iranian,JJ,B-gpe ,officials,NNS,O ,say,VBP,O ,they,PRP,O ,expect,VBP,O ,to,TO,O ,get,VB,O ,access,NN,O ,to,TO,O ,sealed,JJ,O ,sensitive,JJ,O ,parts,NNS,O ,of,IN,O ,the,DT,O ,plant,NN,O ,Wednesday,NNP,B-tim ,",",",",O ,after,IN,O ,an,DT,O ,IAEA,NNP,B-org ,surveillance,NN,O ,system,NN,O ,begins,VBZ,O ,functioning,VBG,O ,.,.,O Sentence: 11,The,DT,O ,step,NN,O ,will,MD,O ,allow,VB,O ,the,DT,O ,facility,NN,O ,to,TO,O ,operate,VB,O ,at,IN,O ,full,JJ,O ,capacity,NN,O ,.,.,O Sentence: 12,The,DT,O ,European,NNP,B-org ,Union,NNP,I-org ,",",",",O ,with,IN,O ,U.S.,NNP,B-gpe ,backing,NN,O ,",",",",O ,has,VBZ,O ,threatened,VBN,O ,to,TO,O ,refer,VB,O ,Iran,NNP,B-gpe ,to,TO,O ,the,DT,O ,U.N.,NNP,B-org ,Security,NNP,I-org ,Council,NNP,I-org ,",",",",O ,which,WDT,O ,could,MD,O ,impose,VB,O ,sanctions,NNS,O ,if,IN,O ,it,PRP,O ,finds,VBZ,O ,Tehran,NNP,B-gpe ,has,VBZ,O ,violated,VBN,O ,the,DT,O ,Nuclear,NNP,B-art ,Non-Proliferation,NNP,I-art ,treaty,NN,O ,.,.,O Sentence: 13,Iran,NNP,B-gpe ,'s,POS,O ,new,JJ,O ,President,NNP,B-per ,Mahmoud,NNP,I-per ,Ahmadinejad,NNP,I-per ,said,VBD,O ,Tuesday,NNP,B-tim ,that,IN,O ,European,JJ,B-gpe ,incentives,NNS,O ,aimed,VBN,O ,at,IN,O ,persuading,VBG,O ,Iran,NNP,B-gpe ,to,TO,O ,end,VB,O ,its,PRP$,O ,nuclear,JJ,O ,fuel,NN,O ,program,NN,O ,are,VBP,O ,an,DT,O ,insult,NN,O ,to,TO,O ,the,DT,O ,Iranian,JJ,B-gpe ,nation,NN,O ,.,.,O Sentence: 14,Two,CD,O ,Germans,NNS,B-gpe ,and,CC,O ,four,CD,O ,Nigerian,JJ,B-gpe ,oil,NN,O ,workers,NNS,O ,were,VBD,O ,kidnapped,VBN,O ,by,IN,O ,armed,JJ,O ,militants,NNS,O ,during,IN,O ,a,DT,O ,raid,NN,O ,on,IN,O ,a,DT,O ,boat,NN,O ,in,IN,O ,Nigeria,NNP,B-geo ,'s,POS,O ,southern,JJ,O ,oil-rich,JJ,O ,Delta,NNP,B-geo ,region,NN,O ,.,.,O Sentence: 15,An,DT,O ,official,NN,O ,with,IN,O ,the,DT,O ,German,JJ,B-gpe ,firm,NN,O ,Bilfinger,NNP,B-org ,Berger,NNP,I-org ,",",",",O ,Thomas,NNP,B-per ,Horbach,NNP,I-per ,",",",",O ,said,VBD,O ,the,DT,O ,gunmen,NNS,O ,stopped,VBD,O ,the,DT,O ,supply,NN,O ,boat,NN,O ,Wednesday,NNP,B-tim ,as,IN,O ,it,PRP,O ,sailed,VBD,O ,from,IN,O ,Delta,NNP,B-geo ,State,NNP,I-geo ,to,TO,O ,Bayelsa,NNP,B-geo ,State,NNP,I-geo ,to,TO,O ,inspect,VB,O ,an,DT,O ,offshore,JJ,O ,oil,NN,O ,field,NN,O ,owned,VBN,O ,by,IN,O ,Royal-Dutch,NNP,B-org ,Shell,NNP,I-org ,.,.,O Sentence: 16,The,DT,O ,German,JJ,B-gpe ,firm,NN,O ,works,VBZ,O ,as,IN,O ,a,DT,O ,sub-contractor,NN,O ,for,IN,O ,Shell,NNP,B-org ,.,.,O Sentence: 17,Militant,JJ,O ,groups,NNS,O ,frequently,RB,O ,attack,VBP,O ,oil,NN,O ,operations,NNS,O ,in,IN,O ,the,DT,O ,Niger,NNP,B-geo ,Delta,NNP,I-geo ,to,TO,O ,demand,VB,O ,social,JJ,O ,services,NNS,O ,and,CC,O ,better,JJR,O ,job,NN,O ,opportunities,NNS,O ,from,IN,O ,multinational,JJ,O ,companies,NNS,O ,.,.,O Sentence: 18,Poor,JJ,O ,residents,NNS,O ,often,RB,O ,complain,VBP,O ,they,PRP,O ,have,VBP,O ,been,VBN,O ,cheated,VBN,O ,out,IN,O ,of,IN,O ,the,DT,O ,huge,JJ,O ,riches,NNS,O ,extracted,VBN,O ,from,IN,O ,their,PRP$,O ,tribal,JJ,O ,lands,NNS,O ,-,:,O ,where,WRB,O ,the,DT,O ,bulk,NN,O ,of,IN,O ,Nigeria,NNP,B-gpe ,'s,POS,O ,2.3,CD,O ,million,CD,O ,barrels,NNS,O ,of,IN,O ,petroleum,NN,O ,are,VBP,O ,pumped,VBN,O ,daily,RB,O ,.,.,O Sentence: 19,Suspected,JJ,O ,Islamist,JJ,O ,rebels,NNS,O ,have,VBP,O ,fired,VBN,O ,mortar,NN,O ,shells,NNS,O ,at,IN,O ,the,DT,O ,palace,NN,O ,used,VBN,O ,by,IN,O ,Somalia,NNP,B-geo ,'s,POS,O ,interim,JJ,O ,President,NNP,B-per ,Abdullahi,NNP,I-per ,Yusuf,NNP,I-per ,Ahmad,NNP,I-per ,.,.,O Sentence: 20,It,PRP,O ,was,VBD,O ,not,RB,O ,immediately,RB,O ,clear,JJ,O ,if,IN,O ,the,DT,O ,president,NN,O ,was,VBD,O ,in,IN,O ,the,DT,O ,palace,NN,O ,in,IN,O ,Mogadishu,NNP,B-geo ,when,WRB,O ,the,DT,O ,attack,NN,O ,occurred,VBD,O ,or,CC,O ,if,IN,O ,anyone,DT,O ,was,VBD,O ,hurt,VBN,O ,.,.,O Sentence: 21,Local,JJ,O ,news,NN,O ,reports,NNS,O ,said,VBD,O ,at,IN,O ,least,JJS,O ,five,CD,O ,mortar,NN,O ,shells,NNS,O ,hit,VBD,O ,the,DT,O ,palace,NN,O ,compound,NN,O ,and,CC,O ,other,JJ,O ,mortars,NNS,O ,were,VBD,O ,fired,VBN,O ,elsewhere,RB,O ,in,IN,O ,Mogadishu,NNP,B-geo ,Wednesday,NNP,B-tim ,.,.,O Sentence: 22,The,DT,O ,attacks,NNS,O ,occurred,VBD,O ,after,IN,O ,the,DT,O ,government,NN,O ,said,VBD,O ,it,PRP,O ,will,MD,O ,go,VB,O ,ahead,RB,O ,with,IN,O ,a,DT,O ,reconciliation,NN,O ,conference,NN,O ,to,TO,O ,which,WDT,O ,more,JJR,O ,than,IN,O ,"1,300",CD,O ,Somali,JJ,B-gpe ,elders,NNS,O ,",",",",O ,warlords,NNS,O ,and,CC,O ,politicians,NNS,O ,are,VBP,O ,invited,VBN,O ,.,.,O Sentence: 23,Iraqi,JJ,B-gpe ,military,JJ,O ,officials,NNS,O ,say,VBP,O ,tanks,NNS,O ,and,CC,O ,troops,NNS,O ,have,VBP,O ,arrived,VBN,O ,in,IN,O ,the,DT,O ,northern,JJ,O ,city,NN,O ,Mosul,NNP,B-geo ,for,IN,O ,a,DT,O ,new,JJ,O ,offensive,NN,O ,against,IN,O ,al,NNP,B-org ,Qaida,NNP,I-org ,in,IN,I-org ,Iraq,NNP,I-org ,fighters,NNS,O ,.,.,O Sentence: 24,Officials,NNS,O ,will,MD,O ,not,RB,O ,say,VB,O ,how,WRB,O ,many,JJ,O ,troops,NNS