{"id":"https://openalex.org/W2124388587","doi":"https://doi.org/10.1145/2502069.2502078","title":"Cross-lingual polarity detection with machine translation","display_name":"Cross-lingual polarity detection with machine translation","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2124388587","doi":"https://doi.org/10.1145/2502069.2502078","mag":"2124388587"},"language":"en","primary_location":{"id":"doi:10.1145/2502069.2502078","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2502069.2502078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034833562","display_name":"E Erkin Demirtas","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Erkin Demirtas","raw_affiliation_strings":["Eindhoven University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, the Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022601535","display_name":"Mykola Pechenizkiy","orcid":"https://orcid.org/0000-0003-4955-0743"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mykola Pechenizkiy","raw_affiliation_strings":["Eindhoven University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, the Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034833562"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":5.4383,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.95598308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11795","display_name":"Humor Studies and Applications","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.8138127326965332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8074115514755249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7201101779937744},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6412212252616882},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.5970807671546936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5760133266448975},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5533767938613892},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.546829104423523},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5200628638267517},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.5143347978591919},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46797803044319153},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4628007113933563},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.43748927116394043},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.0668807327747345}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8138127326965332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074115514755249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7201101779937744},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6412212252616882},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.5970807671546936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5760133266448975},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5533767938613892},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.546829104423523},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5200628638267517},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.5143347978591919},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46797803044319153},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4628007113933563},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.43748927116394043},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0668807327747345},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2502069.2502078","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2502069.2502078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/e1ed5a90-5a89-44a0-a321-9146e723f8b5","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/e1ed5a90-5a89-44a0-a321-9146e723f8b5","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Demirta\u015f, E & Pechenizkiy, M 2013, Cross-lingual polarity detection with machine translation. in Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'13, Chicago IL, USA, August 11, 2013; in conjunction with SIGKDD'13). Association for Computing Machinery, Inc., New York NY, pp. 9/1-8, conference; Second International Workshop on Issues of Sentiment Discovery and Opinion Mining; 2013-08-11; 2013-08-11, 11/08/13. https://doi.org/10.1145/2502069.2502078","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:759231","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=759231","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:759231","is_oa":false,"landing_page_url":"http://repository.tue.nl/759231","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:tue:oai:pure.tue.nl:publications/e1ed5a90-5a89-44a0-a321-9146e723f8b5","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/e1ed5a90-5a89-44a0-a321-9146e723f8b5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'13, Chicago IL, USA, August 11, 2013; in conjunction with SIGKDD'13), 9/1 - 8","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W2017489100","https://openalex.org/W2022204871","https://openalex.org/W2081795963","https://openalex.org/W2090196780","https://openalex.org/W2138479854","https://openalex.org/W2142262074","https://openalex.org/W2149167588","https://openalex.org/W2157076169","https://openalex.org/W2159335442","https://openalex.org/W2163072651","https://openalex.org/W2163302275","https://openalex.org/W2163455955","https://openalex.org/W2167660864","https://openalex.org/W2184362562","https://openalex.org/W2251902771","https://openalex.org/W2599674900","https://openalex.org/W2892737606","https://openalex.org/W4299527668"],"related_works":["https://openalex.org/W2954724877","https://openalex.org/W2611695415","https://openalex.org/W4379045381","https://openalex.org/W4288326818","https://openalex.org/W2780533724","https://openalex.org/W1984947604","https://openalex.org/W2972060578","https://openalex.org/W4285877427","https://openalex.org/W783305165","https://openalex.org/W2990352702"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,11,25,39,53,69,114,120,124,180,207],"machine":[3,23,106,130,172,193],"translation":[4,24,131,173,194],"foster":[5],"an":[6],"interest":[7],"of":[8,22,66,75,110,126,167,192,198,209],"its":[9],"use":[10],"sentiment":[12,26],"analysis.":[13],"In":[14],"this":[15,97],"paper,":[16],"we":[17,44,132,212],"investigate":[18],"prospects":[19],"and":[20,61,71,204],"limitations":[21],"analysis":[27],"for":[28,217,221],"cross-lingual":[29,41,201,222],"polarity":[30,181],"detection":[31,182],"task.":[32,183],"We":[33,56],"focus":[34],"on":[35],"improving":[36],"classification":[37,94,128],"accuracy":[38,138],"a":[40],"setting":[42],"where":[43],"have":[45],"available":[46],"labeled":[47],"training":[48,81],"instances":[49,85],"about":[50],"particular":[51],"domain":[52],"different":[54,121,200],"languages.":[55,122],"experiment":[57],"with":[58,83,129,146],"movie":[59],"review":[60,63],"product":[62],"datasets":[64],"consisting":[65],"polar":[67],"texts":[68],"English":[70],"Turkish.":[72],"The":[73],"results":[74,136,162],"the":[76,111,135,151,190,196],"study":[77],"show":[78,164],"that":[79,137,165,205],"expanding":[80],"size":[82],"new":[84],"taken":[86],"from":[87,134,150,195],"another":[88],"corpus":[89],"does":[90,175],"not":[91,100,155,176],"necessarily":[92],"increase":[93],"accuracy.":[95],"And":[96],"happens":[98],"primarily":[99],"due":[101,156],"to":[102,157,188,215,219],"(not":[103],"always":[104],"accurate)":[105],"translation,":[107],"but":[108,154],"because":[109],"inherent":[112],"differences":[113],"corpora":[115],"between":[116],"two":[117],"subsets":[118],"written":[119],"Similarly,":[123],"case":[125,208],"co-training":[127,159],"observe":[133],"improvement":[139],"can":[140],"be":[141],"explained":[142],"by":[143,171],"semi-supervised":[144],"learning":[145,211],"unlabeled":[147],"data":[148,202,223],"coming":[149],"same":[152],"domain,":[153],"cross-language":[158],"itself.":[160],"Our":[161],"also":[163],"amount":[166],"artificial":[168],"noise":[169],"added":[170],"services":[174],"hinder":[177],"classifiers":[178],"much":[179],"However,":[184],"it":[185],"is":[186],"important":[187],"distinguish":[189],"effect":[191,197],"merging":[199],"sources":[203],"like":[206],"transfer":[210],"may":[213],"need":[214],"search":[216],"ways":[218],"account":[220],"distribution":[224],"differences.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
