{"id":"https://openalex.org/W3208079203","doi":"https://doi.org/10.1109/mapr53640.2021.9585242","title":"Exploring Zero-shot Cross-lingual Aspect-based Sentiment Analysis using Pre-trained Multilingual Language Models","display_name":"Exploring Zero-shot Cross-lingual Aspect-based Sentiment Analysis using Pre-trained Multilingual Language Models","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3208079203","doi":"https://doi.org/10.1109/mapr53640.2021.9585242","mag":"3208079203"},"language":"en","primary_location":{"id":"doi:10.1109/mapr53640.2021.9585242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr53640.2021.9585242","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","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/A5060984959","display_name":"Khoa Thi-Kim Phan","orcid":"https://orcid.org/0000-0002-1872-3675"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Khoa Thi-Kim Phan","raw_affiliation_strings":["University of Information Technology Vietnam National University,Department of Computer Science,Ho Chi Minh City,Vietnam","Department of Computer Science, University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University,Department of Computer Science,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Department of Computer Science, University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050579964","display_name":"Duong Ngoc Hao","orcid":"https://orcid.org/0000-0002-3136-0661"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duong Ngoc Hao","raw_affiliation_strings":["University of Information Technology Vietnam National University,Department of Mathematics and Physics,Ho Chi Minh City,Vietnam","Department of Mathematics and Physics, University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University,Department of Mathematics and Physics,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Department of Mathematics and Physics, University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050764993","display_name":"Dang Van Thin","orcid":"https://orcid.org/0000-0001-8340-1405"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dang Van Thin","raw_affiliation_strings":["University of Information Technology Vietnam National University,Multimedia Communications Laboratory (MMLab),Ho Chi Minh City,Vietnam","Multimedia Communications Laboratory (MMLab), University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University,Multimedia Communications Laboratory (MMLab),Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Multimedia Communications Laboratory (MMLab), University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033137339","display_name":"Ngan Luu-Thuy Nguyen","orcid":"https://orcid.org/0000-0003-3931-849X"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngan Luu-Thuy Nguyen","raw_affiliation_strings":["University of Information Technology Vietnam National University,Faculty of Information Science and Engineering,Ho Chi Minh City,Vietnam","Faculty of Information Science and Engineering, University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University,Faculty of Information Science and Engineering,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Faculty of Information Science and Engineering, University of Information Technology Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060984959"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":1.3993,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85236044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9976000189781189,"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":0.9905999898910522,"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":0.8021880388259888},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7364720702171326},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6920670866966248},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6775258779525757},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.6601094603538513},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.651698887348175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6343845129013062},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.4416534900665283},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2281445562839508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8021880388259888},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7364720702171326},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6920670866966248},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6775258779525757},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.6601094603538513},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.651698887348175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6343845129013062},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4416534900665283},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2281445562839508},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mapr53640.2021.9585242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr53640.2021.9585242","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2160660844","https://openalex.org/W2251294039","https://openalex.org/W2251648804","https://openalex.org/W2464796044","https://openalex.org/W2465978385","https://openalex.org/W2473567461","https://openalex.org/W2576401592","https://openalex.org/W2600044323","https://openalex.org/W2786411768","https://openalex.org/W2891844856","https://openalex.org/W2896457183","https://openalex.org/W2904181822","https://openalex.org/W2923978210","https://openalex.org/W2952638691","https://openalex.org/W2962739339","https://openalex.org/W2963341956","https://openalex.org/W2965373594","https://openalex.org/W2982567551","https://openalex.org/W2986154550","https://openalex.org/W3005929844","https://openalex.org/W3011574394","https://openalex.org/W3032532958","https://openalex.org/W3035390927","https://openalex.org/W3096786051","https://openalex.org/W3115080939","https://openalex.org/W3122044994","https://openalex.org/W3126221326","https://openalex.org/W3146109762","https://openalex.org/W3153498076","https://openalex.org/W3170692621","https://openalex.org/W3183805750","https://openalex.org/W4288365890","https://openalex.org/W6732451150","https://openalex.org/W6755207826","https://openalex.org/W6755725098","https://openalex.org/W6760568010","https://openalex.org/W6761423039","https://openalex.org/W6766673545","https://openalex.org/W6769318315","https://openalex.org/W6770131634","https://openalex.org/W6771509786","https://openalex.org/W6773855435","https://openalex.org/W6774957663","https://openalex.org/W6788787900","https://openalex.org/W6790722251"],"related_works":["https://openalex.org/W2954724877","https://openalex.org/W2611695415","https://openalex.org/W4379045381","https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W4288326818","https://openalex.org/W2780533724","https://openalex.org/W3049638066","https://openalex.org/W2037415720","https://openalex.org/W2551013219"],"abstract_inverted_index":{"Aspect-based":[0],"sentiment":[1],"analysis":[2],"(ABSA)":[3],"has":[4],"received":[5],"much":[6],"attention":[7],"in":[8,23,68],"the":[9,17,49,69,82,103,112],"Natural":[10],"Language":[11],"Processing":[12],"research":[13],"community.":[14],"Most":[15],"of":[16,51,86],"proposed":[18],"methods":[19],"are":[20],"conducted":[21],"exclusively":[22],"English":[24,32],"and":[25,33,62,75,95],"high-resources":[26],"languages.":[27],"Leveraging":[28],"resources":[29],"available":[30],"from":[31],"transferring":[34],"to":[35,39],"low-resources":[36],"languages":[37,88],"seems":[38],"be":[40],"an":[41],"immediate":[42],"solution.":[43],"In":[44],"this":[45],"paper,":[46],"we":[47],"investigate":[48],"performance":[50],"zero-shot":[52,113],"cross-lingual":[53,114],"transfer":[54],"learning":[55],"based":[56],"on":[57,81],"pre-trained":[58],"multilingual":[59],"models":[60],"(mBERT":[61],"XLM-R)":[63],"for":[64,111],"two":[65],"main":[66],"sub-tasks":[67],"ABSA":[70],"problem:":[71],"Aspect":[72],"Category":[73],"Detection":[74],"Opinion":[76],"Target":[77],"Expression.":[78],"We":[79],"experiment":[80],"benchmark":[83],"data":[84],"sets":[85],"six":[87],"as":[89],"English,":[90],"Russian,":[91],"Dutch,":[92],"Spanish,":[93],"Turkish,":[94],"French.":[96],"The":[97],"experimental":[98],"results":[99,110],"demonstrated":[100],"that":[101],"using":[102],"XLM-R":[104],"model":[105],"can":[106],"yield":[107],"relatively":[108],"acceptable":[109],"scenario.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}