{"id":"https://openalex.org/W4408611722","doi":"https://doi.org/10.1109/icaiic64266.2025.10920876","title":"Continuous Adversarial Text Representation Learning for Affective Recognition","display_name":"Continuous Adversarial Text Representation Learning for Affective Recognition","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W4408611722","doi":"https://doi.org/10.1109/icaiic64266.2025.10920876"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic64266.2025.10920876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic64266.2025.10920876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5104264446","display_name":"Seungah Son","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungah Son","raw_affiliation_strings":["CCS Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST),Daejeon,Rep. of Korea,34141"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCS Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST),Daejeon,Rep. of Korea,34141","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116697947","display_name":"Andres Saurez","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Andres Saurez","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST),Robotics Program,Daejeon,Rep. of Korea,34141"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST),Robotics Program,Daejeon,Rep. of Korea,34141","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005393869","display_name":"Dongsoo Har","orcid":"https://orcid.org/0000-0002-6949-1739"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongsoo Har","raw_affiliation_strings":["CCS Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST),Daejeon,Rep. of Korea,34141"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCS Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST),Daejeon,Rep. of Korea,34141","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5175,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92030571,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"0433","last_page":"0438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.5460000038146973,"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":0.5460000038146973,"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":0.4973999857902527,"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/adversarial-system","display_name":"Adversarial system","score":0.8928142786026001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6891893744468689},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.671554684638977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5563402771949768},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4676387310028076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3238706588745117},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.06603571772575378}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8928142786026001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891893744468689},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.671554684638977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5563402771949768},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4676387310028076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3238706588745117},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.06603571772575378},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic64266.2025.10920876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic64266.2025.10920876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7131465358","display_name":null,"funder_award_id":"P0028821","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1979451508","https://openalex.org/W2063008980","https://openalex.org/W2121024833","https://openalex.org/W2146334809","https://openalex.org/W2339570520","https://openalex.org/W2741036097","https://openalex.org/W2925618549","https://openalex.org/W3034323190","https://openalex.org/W3034854575","https://openalex.org/W3095752837","https://openalex.org/W3105111366","https://openalex.org/W3105816068","https://openalex.org/W3118043957","https://openalex.org/W3156636935","https://openalex.org/W3209701493","https://openalex.org/W4293846201","https://openalex.org/W4382202684","https://openalex.org/W4392462461","https://openalex.org/W4399275678","https://openalex.org/W4400275762","https://openalex.org/W6748452836","https://openalex.org/W6771917389","https://openalex.org/W6778102432","https://openalex.org/W6863048019"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3204019825"],"abstract_inverted_index":{"While":[0],"pre-trained":[1],"language":[2],"models":[3],"excel":[4],"at":[5],"semantic":[6],"understanding,":[7],"they":[8],"often":[9],"struggle":[10],"to":[11,45,69,77,93],"capture":[12],"nuanced":[13],"affective":[14,18,118],"information":[15],"critical":[16],"for":[17,30],"recognition":[19],"tasks.":[20],"To":[21],"address":[22],"these":[23],"limitations,":[24],"we":[25,59],"propose":[26],"a":[27,40,61],"novel":[28],"framework":[29,87,114],"enhancing":[31],"emotion-aware":[32],"embeddings":[33],"in":[34,96,117],"transformer-based":[35],"models.":[36],"Our":[37],"approach":[38],"introduces":[39],"continuous":[41,106],"valence-arousal":[42],"labeling":[43],"system":[44],"guide":[46],"contrastive":[47],"learning,":[48],"which":[49],"captures":[50],"subtle":[51],"and":[52,121,124],"multi-dimensional":[53],"emotional":[54,78,127],"nuances":[55],"more":[56],"effectively.":[57],"Furthermore,":[58],"employ":[60],"dynamic":[62],"token":[63],"perturbation":[64],"mechanism,":[65],"using":[66],"gradient-based":[67],"saliency":[68],"focus":[70],"on":[71],"sentiment-relevant":[72],"tokens,":[73],"improving":[74],"model":[75],"sensitivity":[76],"cues.":[79],"The":[80],"experimental":[81],"results":[82],"demonstrate":[83],"that":[84,111],"the":[85,97,102,112],"proposed":[86,113],"outperforms":[88],"existing":[89],"methods,":[90],"achieving":[91],"up":[92],"15.5%":[94],"improvement":[95,109],"emotion":[98],"classification":[99],"benchmark,":[100],"highlighting":[101],"importance":[103],"of":[104],"employing":[105],"labels.":[107],"This":[108],"demonstrates":[110],"is":[115],"effective":[116],"representation":[119],"learning":[120],"enables":[122],"precise":[123],"contextually":[125],"relevant":[126],"understanding.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}