{"id":"https://openalex.org/W3011659306","doi":"https://doi.org/10.1109/rivf48685.2020.9140735","title":"Leveraging Foreign Language Labeled Data for Aspect-Based Opinion Mining","display_name":"Leveraging Foreign Language Labeled Data for Aspect-Based Opinion Mining","publication_year":2020,"publication_date":"2020-07-15","ids":{"openalex":"https://openalex.org/W3011659306","doi":"https://doi.org/10.1109/rivf48685.2020.9140735","mag":"3011659306"},"language":"en","primary_location":{"id":"doi:10.1109/rivf48685.2020.9140735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf48685.2020.9140735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.06858","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058684461","display_name":"Nguy\u1ec5n Th\u1ecb Thanh Th\u1ee7y","orcid":"https://orcid.org/0000-0002-9358-6201"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Nguyen Thi Thanh Thuy","raw_affiliation_strings":["Department of Computer Science and Machine Learning & Applications Lab, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","Posts and Telecommunications Institute of Technology,Department of Computer Science and Machine Learning & Applications Lab,Hanoi,Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Machine Learning & Applications Lab, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4400600977"]},{"raw_affiliation_string":"Posts and Telecommunications Institute of Technology,Department of Computer Science and Machine Learning & Applications Lab,Hanoi,Vietnam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041540279","display_name":"Ngo Xuan Bach","orcid":null},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngo Xuan Bach","raw_affiliation_strings":["Department of Computer Science and Machine Learning & Applications Lab, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","Posts and Telecommunications Institute of Technology,Department of Computer Science and Machine Learning & Applications Lab,Hanoi,Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Machine Learning & Applications Lab, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4400600977"]},{"raw_affiliation_string":"Posts and Telecommunications Institute of Technology,Department of Computer Science and Machine Learning & Applications Lab,Hanoi,Vietnam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045559280","display_name":"T\u1eeb Minh Ph\u01b0\u01a1ng","orcid":"https://orcid.org/0000-0001-6415-228X"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tu Minh Phuong","raw_affiliation_strings":["Department of Computer Science and Machine Learning & Applications Lab, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","Posts and Telecommunications Institute of Technology,Department of Computer Science and Machine Learning & Applications Lab,Hanoi,Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Machine Learning & Applications Lab, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4400600977"]},{"raw_affiliation_string":"Posts and Telecommunications Institute of Technology,Department of Computer Science and Machine Learning & Applications Lab,Hanoi,Vietnam","institution_ids":["https://openalex.org/I4400600977"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058684461"],"corresponding_institution_ids":["https://openalex.org/I4400600977"],"apc_list":null,"apc_paid":null,"fwci":0.1372,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.527626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9883999824523926,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8063933849334717},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7827845811843872},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7197352647781372},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6609859466552734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6561590433120728},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.6490930318832397},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.5953009128570557},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5823695063591003},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.4873522222042084},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4183947443962097},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4144500195980072},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2035355567932129}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8063933849334717},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7827845811843872},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7197352647781372},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6609859466552734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6561590433120728},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.6490930318832397},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.5953009128570557},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5823695063591003},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.4873522222042084},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4183947443962097},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4144500195980072},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2035355567932129},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/rivf48685.2020.9140735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf48685.2020.9140735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2003.06858","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.06858","pdf_url":"https://arxiv.org/pdf/2003.06858","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3011659306","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2003.06858.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2003.06858","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.06858","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2003.06858","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.06858","pdf_url":"https://arxiv.org/pdf/2003.06858","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011659306.pdf","grobid_xml":"https://content.openalex.org/works/W3011659306.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1569384233","https://openalex.org/W1978784529","https://openalex.org/W2002261357","https://openalex.org/W2053154970","https://openalex.org/W2143426320","https://openalex.org/W2153635508","https://openalex.org/W2159457224","https://openalex.org/W2251792193","https://openalex.org/W2252012216","https://openalex.org/W2295873085","https://openalex.org/W2464796044","https://openalex.org/W2465099471","https://openalex.org/W2465978385","https://openalex.org/W2474818045","https://openalex.org/W2488387222","https://openalex.org/W2561230197","https://openalex.org/W2562607067","https://openalex.org/W2612766407","https://openalex.org/W2619381919","https://openalex.org/W2741252866","https://openalex.org/W2782238183","https://openalex.org/W2904181822","https://openalex.org/W2922729770","https://openalex.org/W2925185517","https://openalex.org/W2962808042","https://openalex.org/W2962843214","https://openalex.org/W4211186029","https://openalex.org/W6679076926","https://openalex.org/W6682691769","https://openalex.org/W6689798819","https://openalex.org/W6747820857","https://openalex.org/W6752770541"],"related_works":["https://openalex.org/W3043200443","https://openalex.org/W2583591211","https://openalex.org/W2901394596","https://openalex.org/W2963337756","https://openalex.org/W2181759228","https://openalex.org/W758155932","https://openalex.org/W2889996681","https://openalex.org/W2480813186","https://openalex.org/W2131305515","https://openalex.org/W2889599398","https://openalex.org/W2788610610","https://openalex.org/W1530327797","https://openalex.org/W3207168750","https://openalex.org/W2243664265","https://openalex.org/W2580187746","https://openalex.org/W2612939437","https://openalex.org/W115678215","https://openalex.org/W2925992517","https://openalex.org/W3012509427","https://openalex.org/W2896245874"],"abstract_inverted_index":{"Aspect-based":[0],"opinion":[1,37,97],"mining":[2,98],"is":[3,78,113],"the":[4,10,149,153,160,196,201,204],"task":[5,71],"of":[6,18,162,177,193,203],"identifying":[7],"sentiment":[8,25,43,48,167,181],"at":[9],"aspect":[11,21,29,163,178],"level":[12],"in":[13,109,128,142,187],"opinionated":[14],"text,":[15],"which":[16,77,112],"consists":[17],"two":[19],"subtasks:":[20],"category":[22,30,164],"extraction":[23,31,165],"and":[24,35,126,155,166,180,189],"polarity":[26,44,168],"classification.":[27],"While":[28],"aims":[32],"to":[33,55,65,80,115,144,147],"detect":[34],"categorize":[36],"targets":[38],"such":[39],"as":[40],"product":[41],"features,":[42,146],"classification":[45,169],"assigns":[46],"a":[47,94,105,191],"label,":[49],"i.e.":[50],"positive,":[51],"negative,":[52],"or":[53],"neutral,":[54],"each":[56],"identified":[57],"aspect.":[58],"Supervised":[59],"learning":[60],"methods":[61],"have":[62],"been":[63],"shown":[64],"deliver":[66],"better":[67],"accuracy":[68],"for":[69,83],"this":[70,90,110],"but":[72],"they":[73],"require":[74],"labeled":[75,102],"data,":[76],"costly":[79],"obtain,":[81],"especially":[82],"resource-poor":[84],"languages":[85,130],"like":[86],"Vietnamese.":[87],"To":[88],"address":[89],"problem,":[91],"we":[92,137],"present":[93],"supervised":[95],"aspect-based":[96],"method":[99],"that":[100],"utilizes":[101],"data":[103],"from":[104,184],"foreign":[106],"language":[107],"(English":[108],"case),":[111],"translated":[114,156],"Vietnamese":[116],"by":[117,134],"an":[118,174],"automated":[119],"translation":[120],"tool":[121],"(Google":[122],"Translate).":[123],"Because":[124],"aspects":[125],"opinions":[127],"different":[129,135],"may":[131],"be":[132],"expressed":[133],"words,":[136],"propose":[138],"using":[139],"word":[140],"embeddings,":[141],"addition":[143],"other":[145],"reduce":[148],"vocabulary":[150],"difference":[151],"between":[152],"original":[154],"texts,":[157],"thus":[158],"improving":[159],"effectiveness":[161,202],"processes.":[170],"We":[171],"also":[172],"introduce":[173],"annotated":[175],"corpus":[176],"categories":[179],"polarities":[182],"extracted":[183],"restaurant":[185],"reviews":[186],"Vietnamese,":[188],"conduct":[190],"series":[192],"experiments":[194],"on":[195],"corpus.":[197],"Experimental":[198],"results":[199],"demonstrate":[200],"proposed":[205],"approach.":[206]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2020-03-23T00:00:00"}