{"id":"https://openalex.org/W4412888216","doi":"https://doi.org/10.18653/v1/2025.findings-acl.741","title":"DaNet: Dual-Aware Enhanced Alignment Network for Multimodal Aspect-Based Sentiment Analysis","display_name":"DaNet: Dual-Aware Enhanced Alignment Network for Multimodal Aspect-Based Sentiment Analysis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412888216","doi":"https://doi.org/10.18653/v1/2025.findings-acl.741"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.findings-acl.741","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.741","pdf_url":"https://aclanthology.org/2025.findings-acl.741.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.findings-acl.741.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034288582","display_name":"Aoqiang Zhu","orcid":"https://orcid.org/0000-0002-2452-6862"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aoqiang Zhu","raw_affiliation_strings":["School of Computer Science and Information Engineering , Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering , Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007849518","display_name":"Min Hu","orcid":"https://orcid.org/0009-0008-2836-9084"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Hu","raw_affiliation_strings":["School of Computer Science and Information Engineering , Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering , Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066988252","display_name":"Xiaohua Wang","orcid":"https://orcid.org/0000-0003-1751-2291"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Wang","raw_affiliation_strings":["School of Computer Science and Information Engineering , Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering , Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079824167","display_name":"Jiaoyun Yang","orcid":"https://orcid.org/0000-0002-0233-590X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaoyun Yang","raw_affiliation_strings":["School of Computer Science and Information Engineering , Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering , Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101807196","display_name":"Yiming Tang","orcid":"https://orcid.org/0000-0003-2871-2299"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Tang","raw_affiliation_strings":["School of Computer Science and Information Engineering , Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering , Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100651298","display_name":"Ning An","orcid":"https://orcid.org/0000-0003-3317-5299"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning An","raw_affiliation_strings":["School of Computer Science and Information Engineering , Hefei University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering , Hefei University of Technology","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7588,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87757367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"14369","last_page":"14381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.988099992275238,"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":0.988099992275238,"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":0.9614999890327454,"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":0.7695388793945312},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.7007176280021667},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6906006336212158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42772161960601807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7695388793945312},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7007176280021667},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6906006336212158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42772161960601807},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.findings-acl.741","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.741","pdf_url":"https://aclanthology.org/2025.findings-acl.741.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.findings-acl.741","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.741","pdf_url":"https://aclanthology.org/2025.findings-acl.741.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4030196179","display_name":null,"funder_award_id":"2023YFC3604704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8137922356","display_name":null,"funder_award_id":"62176084","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G835042968","display_name":null,"funder_award_id":"62176083","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412888216.pdf","grobid_xml":"https://content.openalex.org/works/W4412888216.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"Multimodal":[0,97],"Aspect-Based":[1],"Sentiment":[2],"Analysis":[3],"(MABSA)":[4],"aims":[5],"to":[6,24,42,106,122],"extract":[7],"aspect-sentiment":[8],"pairs":[9],"from":[10],"text":[11,105],"and":[12,27,54,68,91,104,110,117,127],"image":[13,59,103],"data.While":[14],"significant":[15],"progress":[16],"has":[17],"been":[18],"made":[19],"in":[20,39],"aspect-image":[21],"alignment,":[22],"due":[23],"the":[25,40,57,73,108,146],"subtlety":[26],"complexity":[28],"of":[29,66,112,129,148],"language":[30,41,150],"expressions,":[31],"there":[32],"are":[33,120],"not":[34],"always":[35],"explicit":[36],"aspect":[37],"words":[38],"align":[43,133],"with":[44,60],"images.Existing":[45],"methods":[46],"typically":[47],"assume":[48],"a":[49,61,79,96],"direct":[50],"alignment":[51,65,90,126],"between":[52],"images":[53,67],"aspects,":[55,135],"matching":[56],"entire":[58],"corresponding":[62],"aspect.This":[63],"rough":[64],"aspects":[69],"introduces":[70],"noise.To":[71],"address":[72],"above":[74],"issues,":[75],"this":[76],"paper":[77],"proposes":[78],"Dual-Aware":[80],"Enhanced":[81],"Alignment":[82],"Network":[83],"(DaNet)":[84],"designed":[85,144],"for":[86],"fine-grained":[87,125],"multimodal":[88],"aspectimage":[89],"denoising.Specifically,":[92],"we":[93],"first":[94],"introduce":[95],"Denoising":[98],"Encoder":[99],"(MDE)":[100],"that":[101,158],"jointly":[102,123],"guide":[107],"compression":[109],"denoising":[111,128],"visual":[113],"sequences.And":[114],"then,":[115],"aspect-aware":[116],"sentiment-aware":[118],"networks":[119],"constructed":[121],"enhance":[124],"text-image":[130],"information.To":[131],"better":[132],"implicit":[134],"an":[136],"Implicit":[137],"Aspect":[138],"Opinion":[139],"Generation":[140],"(IAOG)":[141],"pretraining":[142],"is":[143],"under":[145],"guidance":[147],"large":[149],"model.Extensive":[151],"experiments":[152],"across":[153],"three":[154],"MABSA":[155],"subtasks":[156],"demonstrate":[157],"DaNet":[159],"outperforms":[160],"existing":[161],"methods.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
