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页数:15页
时间:2019-10-03
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1、UsingtheWebforAutomatedTranslationExtractioninCross-LanguageInformationRetrievalAdvisor:Dr.HsuPresenter:Zih-HuiLinAuthor:YingZhangandPhilVines1MotivationObjectivePreviousworkMethodologyExperimentsandresultsConclusionsOutline2MotivationOneofthemajorremainingreasonsthatCLIRdoesnotperformaswellasmonoli
2、ngualretrievalisthepresenceofoutofvocabulary(OOV)terms.itwillnotberecognized,andsegmentedintoeithersmallersequencesofcharactersorindividualcharacters北野武→(northlimitmilitary)Previousworkhaseitherreliedonmanualinterventionorhasonlybeenpartiallysuccessfulinsolvingthisproblem.3ObjectiveWeproposeasegment
3、ationfreemethodwhichcanbeappliedtobothChinese-EnglishandEnglish-ChineseCLIR,correctlyextractingtranslationsofOOVtermsfromtheWebautomatically,andthusisasignificantimprovementonearlierwork4EnglishtranslationextractioninChinese-EnglishCLIRChineseOOVtermdetection北野武(northlimitmilitary)→PvaluegivenbytheH
4、MMwillbeverylowifPvalue5、Ctargets6、=max(7、Cij8、9、).2.f(et,Ct)=max(f(ei,Ctargets)).3.Add(Ct,et)intothetranslationdictionary.1.f(etargets)=max(f(ei)).2.f(et’,Ct’)=max(f(etargets,Cij)).3.ifCt’≠Ctandet’≠et,add(Ct’,et’)intothetranslationdictionary.北野武(KitanoTakeshi)c4c5c6e1導演北野武(KitanoTakeshi)c2c3c4c5c6e15ChinesetranslationextractioninEnglish-ChineseC10、LIRExtractionofwebtextuseGoogletofetchthetop100ChinesedocumentswiththeEnglishOOVtermeoovasthequery.Collectionofco-occurrencestatisticsaccumulatethefrequencyfoov.consideringallsubstringsinSleftandSright,andcollectingthefrequencyfnandthelength11、sn12、ofeachChinesesubstring.Translationselectionexcludeanysu13、bstringthatalreadyinthetranslationdictionarydoesn’toccurinthedocumentcollection與區域貿易………兩岸經貿關係(CanadaandCrossStraitsEconomicRelations)三組發表九………英茂、加Sleft(包含20個字)Sright(包含20個字)eoovLongestlengthHighestfreq
5、Ctargets
6、=max(
7、Cij
8、
9、).2.f(et,Ct)=max(f(ei,Ctargets)).3.Add(Ct,et)intothetranslationdictionary.1.f(etargets)=max(f(ei)).2.f(et’,Ct’)=max(f(etargets,Cij)).3.ifCt’≠Ctandet’≠et,add(Ct’,et’)intothetranslationdictionary.北野武(KitanoTakeshi)c4c5c6e1導演北野武(KitanoTakeshi)c2c3c4c5c6e15ChinesetranslationextractioninEnglish-ChineseC
10、LIRExtractionofwebtextuseGoogletofetchthetop100ChinesedocumentswiththeEnglishOOVtermeoovasthequery.Collectionofco-occurrencestatisticsaccumulatethefrequencyfoov.consideringallsubstringsinSleftandSright,andcollectingthefrequencyfnandthelength
11、sn
12、ofeachChinesesubstring.Translationselectionexcludeanysu
13、bstringthatalreadyinthetranslationdictionarydoesn’toccurinthedocumentcollection與區域貿易………兩岸經貿關係(CanadaandCrossStraitsEconomicRelations)三組發表九………英茂、加Sleft(包含20個字)Sright(包含20個字)eoovLongestlengthHighestfreq
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