{"id":"https://openalex.org/W4407097846","doi":"https://doi.org/10.1109/taffc.2025.3537799","title":"RVISA: Reasoning and Verification for Implicit Sentiment Analysis","display_name":"RVISA: Reasoning and Verification for Implicit Sentiment Analysis","publication_year":2025,"publication_date":"2025-02-03","ids":{"openalex":"https://openalex.org/W4407097846","doi":"https://doi.org/10.1109/taffc.2025.3537799"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2025.3537799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3537799","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","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/A5113280418","display_name":"Wenna Lai","orcid":"https://orcid.org/0009-0009-5169-5256"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Wenna Lai","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR, China","Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013151488","display_name":"Haoran Xie","orcid":"https://orcid.org/0000-0003-0965-3617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoran Xie","raw_affiliation_strings":["School of Data Science, Lingnan University, Hong Kong, SAR, China","School of Data Science, Lingnan University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Data Science, Lingnan University, Hong Kong, SAR, China","institution_ids":[]},{"raw_affiliation_string":"School of Data Science, Lingnan University, Hong Kong","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051512158","display_name":"Guandong Xu","orcid":"https://orcid.org/0000-0003-4493-6663"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guandong Xu","raw_affiliation_strings":["School of Computer Science and the Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia","School of Computer Science and the Data Science Institute, University of Technology Sydney, Sydney, NSW"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and the Data Science Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Computer Science and the Data Science Institute, University of Technology Sydney, Sydney, NSW","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404176","display_name":"Qing Li","orcid":"https://orcid.org/0000-0003-3370-471X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR, China","Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113280418"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":14.9093,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98509195,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"1760","last_page":"1771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9307000041007996,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9307000041007996,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.5594134330749512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5303303003311157},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47550541162490845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4676817059516907},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35751980543136597},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34453606605529785},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3214837312698364}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5594134330749512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5303303003311157},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47550541162490845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4676817059516907},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35751980543136597},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34453606605529785},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3214837312698364}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/taffc.2025.3537799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3537799","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/112805","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/112805","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2130736456","https://openalex.org/W2251648804","https://openalex.org/W2251890715","https://openalex.org/W2612769033","https://openalex.org/W2896457183","https://openalex.org/W2962833140","https://openalex.org/W2998446468","https://openalex.org/W3035529900","https://openalex.org/W3102035862","https://openalex.org/W3141797743","https://openalex.org/W3209701493","https://openalex.org/W3213193683","https://openalex.org/W4313648835","https://openalex.org/W4318832809","https://openalex.org/W4322736091","https://openalex.org/W4385570584","https://openalex.org/W4385571011","https://openalex.org/W4385571219","https://openalex.org/W4385571260","https://openalex.org/W4385571452","https://openalex.org/W4386566654","https://openalex.org/W4389523706","https://openalex.org/W4393146948","https://openalex.org/W4401042286","https://openalex.org/W4402684228"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4317653575","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Under":[0],"the":[1,4,23,43,49,128,185,192],"context":[2],"of":[3,25,45,51,131,137,187,191],"increasing":[5],"social":[6],"demand":[7],"for":[8,65,121],"fine-grained":[9],"sentiment":[10,14,39,154],"analysis":[11,15],"(SA),":[12],"implicit":[13,46,105],"(ISA)":[16],"poses":[17],"a":[18,113,170,176],"significant":[19],"challenge":[20],"owing":[21],"to":[22,36,140,151,164,183],"absence":[24],"salient":[26],"cue":[27],"words":[28],"in":[29,205],"expressions.":[30],"Thus,":[31],"reliable":[32,108],"reasoning":[33,74,115,135,149,188],"is":[34,40],"required":[35],"understand":[37],"how":[38],"evoked,":[41],"enabling":[42],"identification":[44],"sentiments.":[47],"In":[48,79],"era":[50],"large":[52],"language":[53,87],"models":[54,64],"(LLMs),":[55],"encoder-decoder":[56],"(ED)":[57],"LLMs":[58,83,133,139],"have":[59],"emerged":[60],"as":[61,156],"popular":[62],"backbone":[63],"SA":[66],"applications,":[67],"given":[68],"their":[69,94],"impressive":[70],"text":[71],"comprehension":[72],"and":[73,89,119,134],"capabilities":[75],"across":[76],"diverse":[77],"tasks.":[78],"comparison,":[80],"decoder-only":[81],"(DO)":[82],"exhibit":[84],"superior":[85],"natural":[86],"generation":[88,129],"in-context":[90],"learning":[91],"capabilities.":[92],"However,":[93],"responses":[95],"may":[96],"contain":[97],"misleading":[98],"or":[99],"inaccurate":[100],"information.":[101],"To":[102],"accurately":[103],"identify":[104],"sentiments":[106],"with":[107],"reasoning,":[109],"this":[110],"study":[111],"introduces":[112],"two-stage":[114],"framework":[116,146],"named":[117],"Reasoning":[118],"Verification":[120],"Implicit":[122],"Sentiment":[123],"Analysis":[124],"(RVISA),":[125],"which":[126],"leverages":[127],"ability":[130,136],"DO":[132],"ED":[138,167],"train":[141],"an":[142,166],"enhanced":[143],"reasoner.":[144,172],"The":[145,158],"involves":[147],"three-hop":[148],"prompting":[150],"explicitly":[152],"furnish":[153],"elements":[155],"cues.":[157],"generated":[159],"rationales":[160],"are":[161],"then":[162],"used":[163],"fine-tune":[165],"LLM":[168],"into":[169],"skilled":[171],"Additionally,":[173],"we":[174],"develop":[175],"straightforward":[177],"yet":[178],"effective":[179],"answer-based":[180],"verification":[181],"mechanism":[182],"ensure":[184],"reliability":[186],"learning.":[189],"Evaluation":[190],"proposed":[193],"method":[194],"on":[195],"two":[196],"benchmark":[197],"datasets":[198],"demonstrates":[199],"that":[200],"it":[201],"achieves":[202],"state-of-the-art":[203],"performance":[204],"ISA.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
