{"id":"https://openalex.org/W2944502595","doi":"https://doi.org/10.1145/3321125","title":"Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity, Aspect Memory and Dependency Information","display_name":"Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity, Aspect Memory and Dependency Information","publication_year":2019,"publication_date":"2019-05-07","ids":{"openalex":"https://openalex.org/W2944502595","doi":"https://doi.org/10.1145/3321125","mag":"2944502595"},"language":"en","primary_location":{"id":"doi:10.1145/3321125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321125","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-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/A5101801967","display_name":"Jun Yang","orcid":"https://orcid.org/0000-0001-7888-2187"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yang","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002602724","display_name":"Runqi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runqi Yang","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014537056","display_name":"Hengyang Lu","orcid":"https://orcid.org/0000-0001-5321-705X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengyang Lu","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044733681","display_name":"Chongjun Wang","orcid":"https://orcid.org/0000-0002-2628-7033"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongjun Wang","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112250453","display_name":"Junyuan Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyuan Xie","raw_affiliation_strings":["National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":3.0373,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93211516,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"18","issue":"4","first_page":"1","last_page":"22"},"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":0.9961000084877014,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8457252979278564},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.813315749168396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7755228281021118},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7516622543334961},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6764497756958008},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5541629791259766},{"id":"https://openalex.org/keywords/entity-linking","display_name":"Entity linking","score":0.509091317653656},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49514856934547424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4895499646663666},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4806169867515564},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43312567472457886},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3955545723438263},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.07986205816268921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8457252979278564},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.813315749168396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7755228281021118},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7516622543334961},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6764497756958008},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5541629791259766},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.509091317653656},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49514856934547424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4895499646663666},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4806169867515564},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43312567472457886},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3955545723438263},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.07986205816268921},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":1,"locations":[{"id":"doi:10.1145/3321125","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3321125","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1685994089","display_name":null,"funder_award_id":"61375069, 61403156, 61502227","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W587146513","https://openalex.org/W1514535095","https://openalex.org/W1516184288","https://openalex.org/W1536516100","https://openalex.org/W1614298861","https://openalex.org/W1964613733","https://openalex.org/W1965017399","https://openalex.org/W1987869189","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2104246439","https://openalex.org/W2108646579","https://openalex.org/W2128507180","https://openalex.org/W2132166724","https://openalex.org/W2146113428","https://openalex.org/W2148540243","https://openalex.org/W2160660844","https://openalex.org/W2161672051","https://openalex.org/W2165664073","https://openalex.org/W2165962657","https://openalex.org/W2172840424","https://openalex.org/W2250275424","https://openalex.org/W2250539671","https://openalex.org/W2250747010","https://openalex.org/W2251405440","https://openalex.org/W2251739304","https://openalex.org/W2251777082","https://openalex.org/W2251792193","https://openalex.org/W2251830157","https://openalex.org/W2251900677","https://openalex.org/W2251939518","https://openalex.org/W2252012216","https://openalex.org/W2252057809","https://openalex.org/W2296071000","https://openalex.org/W2553054816","https://openalex.org/W2562220579","https://openalex.org/W2562607067","https://openalex.org/W2604241755","https://openalex.org/W2604668619","https://openalex.org/W2610930722","https://openalex.org/W2758137671","https://openalex.org/W2758481664","https://openalex.org/W2759083144","https://openalex.org/W2788525741","https://openalex.org/W2788618579","https://openalex.org/W2788810909","https://openalex.org/W2799044502","https://openalex.org/W2828855285","https://openalex.org/W2919115771","https://openalex.org/W2962843214","https://openalex.org/W2963168371","https://openalex.org/W2963240575","https://openalex.org/W2963428430","https://openalex.org/W2963661253","https://openalex.org/W2963888305","https://openalex.org/W2964308564","https://openalex.org/W4211186029","https://openalex.org/W4302180033","https://openalex.org/W4365799947"],"related_works":["https://openalex.org/W1529400504","https://openalex.org/W113516344","https://openalex.org/W2589201127","https://openalex.org/W1972158614","https://openalex.org/W88842142","https://openalex.org/W2082024724","https://openalex.org/W65617392","https://openalex.org/W2281967707","https://openalex.org/W2916618242","https://openalex.org/W2944502595"],"abstract_inverted_index":{"Fine-grained":[0],"sentiment":[1,42,54],"analysis":[2,55,127],"is":[3,67],"a":[4,30,56,73],"useful":[5],"tool":[6],"for":[7,76,102,118],"producers":[8],"to":[9,69,87,94,144],"understand":[10],"consumers\u2019":[11],"needs":[12],"as":[13,15],"well":[14],"complaints":[16],"about":[17],"products":[18],"and":[19,45,91,98,122,135],"related":[20,47],"aspects":[21],"from":[22],"online":[23],"platforms.":[24],"In":[25],"this":[26,60,77],"article,":[27],"we":[28],"define":[29],"novel":[31],"task":[32,97,121],"named":[33],"\u201cMulti-Entity":[34],"Aspect-Based":[35],"Sentiment":[36],"Analysis":[37],"(ME-ABSA)\u201d.":[38],"It":[39,49],"investigates":[40],"the":[41,51,63,96,130],"towards":[43],"entities":[44,66],"their":[46],"aspects.":[48],"makes":[50],"well-studied":[52],"aspect-based":[53],"special":[57],"case":[58],"of":[59,65,132,142,152],"type,":[61],"where":[62],"number":[64],"limited":[68],"one.":[70],"We":[71,85],"contribute":[72],"new":[74,145],"dataset":[75],"task,":[78],"with":[79,149],"multi-entity":[80],"Chinese":[81],"posts":[82],"in":[83,160],"it.":[84],"propose":[86],"model":[88],"context,":[89],"entity,":[90],"aspect":[92],"memory":[93],"address":[95],"incorporate":[99],"dependency":[100],"information":[101],"further":[103,128],"improvement.":[104],"Experiments":[105],"show":[106],"that":[107,137,157],"our":[108,133,138],"methods":[109,115,134,139],"perform":[110],"significantly":[111],"better":[112],"than":[113],"baseline":[114],"on":[116],"datasets":[117],"both":[119],"ME-ABSA":[120],"ABSA":[123],"task.":[124],"The":[125],"in-depth":[126],"validates":[129],"effectiveness":[131],"shows":[136],"are":[140],"capable":[141],"generalizing":[143],"(entity,":[146],"aspect)":[147],"combinations":[148],"little":[150],"loss":[151],"accuracy.":[153],"This":[154],"observation":[155],"indicates":[156],"data":[158],"annotation":[159],"real":[161],"applications":[162],"can":[163],"be":[164],"largely":[165],"simplified.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
