{"id":"https://openalex.org/W4415065058","doi":"https://doi.org/10.1145/3747327.3764904","title":"Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation","display_name":"Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W4415065058","doi":"https://doi.org/10.1145/3747327.3764904"},"language":"en","primary_location":{"id":"doi:10.1145/3747327.3764904","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3747327.3764904","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 27th International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3747327.3764904","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104858398","display_name":"Cheng Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Ma","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0009-0004-4036-0390","affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010385985","display_name":"Hyekang Kevin Joo","orcid":"https://orcid.org/0000-0002-6387-5686"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Hyekang Joo","raw_affiliation_strings":["Institute for Creative Technologies, University of Southern California, Los Angeles, California, USA and Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-6387-5686","affiliations":[{"raw_affiliation_string":"Institute for Creative Technologies, University of Southern California, Los Angeles, California, USA and Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, California, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210087747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011116697","display_name":"Alexandria K. Vail","orcid":"https://orcid.org/0000-0001-5221-4092"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandria K. Vail","raw_affiliation_strings":["The Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0001-5221-4092","affiliations":[{"raw_affiliation_string":"The Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090671736","display_name":"Sujata Bhattacharya","orcid":"https://orcid.org/0000-0002-6292-6699"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunreeta Bhattacharya","raw_affiliation_strings":["The Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0002-6292-6699","affiliations":[{"raw_affiliation_string":"The Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024155003","display_name":"\u00c1lvaro Fern\u00e1ndez Garc\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Fern\u00e1ndez Garc\u00eda","raw_affiliation_strings":["The Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0009-0001-1664-9272","affiliations":[{"raw_affiliation_string":"The Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114369088","display_name":"Kailana Baker-Matsuoka","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kailana Baker-Matsuoka","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, Stanford, California, USA"],"raw_orcid":"https://orcid.org/0009-0001-6801-253X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119949198","display_name":"Sheryl Mathew","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheryl Mathew","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0009-0001-6549-9418","affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008886006","display_name":"Lori L. Holt","orcid":"https://orcid.org/0000-0002-8732-4977"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori L. Holt","raw_affiliation_strings":["Department of Psychology, University of Texas at Austin, Austin, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0002-8732-4977","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Texas at Austin, Austin, Texas, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000157334","display_name":"Fernando De La Torre","orcid":"https://orcid.org/0000-0002-7086-8572"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fernando De La Torre","raw_affiliation_strings":["The Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0002-7086-8572","affiliations":[{"raw_affiliation_string":"The Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.396,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86382806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"244","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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":0.9995999932289124,"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/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6599000096321106},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5274999737739563},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.335999995470047},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.32440000772476196},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.3037000000476837}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6599000096321106},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5274999737739563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4163999855518341},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33309999108314514},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29980000853538513},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2630999982357025}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3747327.3764904","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3747327.3764904","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 27th International Conference on Multimodal Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3747327.3764904","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3747327.3764904","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 27th International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1588539311","https://openalex.org/W1595229305","https://openalex.org/W1979531823","https://openalex.org/W2045528981","https://openalex.org/W2083514666","https://openalex.org/W2112039577","https://openalex.org/W2126601124","https://openalex.org/W2132555391","https://openalex.org/W2140910804","https://openalex.org/W2141538250","https://openalex.org/W2146334809","https://openalex.org/W2152198378","https://openalex.org/W2152461742","https://openalex.org/W2164777277","https://openalex.org/W2345729520","https://openalex.org/W2514576630","https://openalex.org/W2560662850","https://openalex.org/W2742822919","https://openalex.org/W2745497104","https://openalex.org/W2755291975","https://openalex.org/W2758484133","https://openalex.org/W2767263466","https://openalex.org/W2807126412","https://openalex.org/W2884331225","https://openalex.org/W2905695581","https://openalex.org/W2910834490","https://openalex.org/W2963686995","https://openalex.org/W2970062726","https://openalex.org/W3026845050","https://openalex.org/W3082510523","https://openalex.org/W3115679279","https://openalex.org/W3121820606","https://openalex.org/W3122081138","https://openalex.org/W3156636935","https://openalex.org/W3173507217","https://openalex.org/W3206591497","https://openalex.org/W3214760462","https://openalex.org/W4220685986","https://openalex.org/W4286378963","https://openalex.org/W4288327876","https://openalex.org/W4307106676","https://openalex.org/W4310895557","https://openalex.org/W4312938727","https://openalex.org/W4313048484","https://openalex.org/W4321455981","https://openalex.org/W4322773095","https://openalex.org/W4365999098","https://openalex.org/W4376117416","https://openalex.org/W4376643691","https://openalex.org/W4383175795","https://openalex.org/W4385571220","https://openalex.org/W4385572854","https://openalex.org/W4385822353","https://openalex.org/W4385822356","https://openalex.org/W4386071707","https://openalex.org/W4387617694","https://openalex.org/W4387835442","https://openalex.org/W4389282280","https://openalex.org/W4389519898","https://openalex.org/W4389523691","https://openalex.org/W4389524345","https://openalex.org/W4390745503","https://openalex.org/W4392100823","https://openalex.org/W4393397034","https://openalex.org/W4402671800","https://openalex.org/W4402727748","https://openalex.org/W4403913199","https://openalex.org/W4415065268","https://openalex.org/W4415077969"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-11T00:00:00"}
