{"id":"https://openalex.org/W4285600527","doi":"https://doi.org/10.24963/ijcai.2022/578","title":"MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning","display_name":"MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4285600527","doi":"https://doi.org/10.24963/ijcai.2022/578"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2022/578","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/578","pdf_url":"https://www.ijcai.org/proceedings/2022/0578.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.ijcai.org/proceedings/2022/0578.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011906857","display_name":"Ziyou Jiang","orcid":"https://orcid.org/0000-0003-1182-143X"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyou Jiang","raw_affiliation_strings":["Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100652672","display_name":"Lin Shi","orcid":"https://orcid.org/0000-0001-6524-088X"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Shi","raw_affiliation_strings":["Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101540790","display_name":"Celia Chen","orcid":"https://orcid.org/0009-0008-9967-8968"},"institutions":[{"id":"https://openalex.org/I72903472","display_name":"Occidental College","ror":"https://ror.org/01mxmpy39","country_code":"US","type":"education","lineage":["https://openalex.org/I72903472"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Celia Chen","raw_affiliation_strings":["Department of Computer Science, Occidental College, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Occidental College, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I72903472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028315053","display_name":"Fangwen Mu","orcid":"https://orcid.org/0000-0001-8577-7932"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangwen Mu","raw_affiliation_strings":["Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423548","display_name":"Yumin Zhang","orcid":"https://orcid.org/0000-0003-0767-1221"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yumin Zhang","raw_affiliation_strings":["Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434803","display_name":"Qing Wang","orcid":"https://orcid.org/0000-0002-0659-5856"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4391767820","display_name":"State Key Laboratory of Computer Science","ror":"https://ror.org/01hsx4r68","country_code":null,"type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818","https://openalex.org/I4391767820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Wang","raw_affiliation_strings":["Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","Science&Technology on Integrated Information System Laboratory, Institute of Software Chinese Academy of Sciences","State Key Laboratory of Computer Sciences, Institute of Software Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Science&Technology on Integrated Information System Laboratory, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Computer Sciences, Institute of Software Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366","https://openalex.org/I4391767820"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101540790"],"corresponding_institution_ids":["https://openalex.org/I72903472"],"apc_list":null,"apc_paid":null,"fwci":0.1039,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26551816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4164","last_page":"4170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"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/T10028","display_name":"Topic Modeling","score":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9940999746322632,"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/T12031","display_name":"Speech and dialogue systems","score":0.9932000041007996,"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/utterance","display_name":"Utterance","score":0.9623898267745972},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8879109621047974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7843186855316162},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.652421772480011},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6222031116485596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5218650102615356},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5108937621116638},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48830175399780273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07246372103691101},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05814403295516968}],"concepts":[{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.9623898267745972},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8879109621047974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7843186855316162},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.652421772480011},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6222031116485596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5218650102615356},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5108937621116638},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48830175399780273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07246372103691101},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05814403295516968},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2022/578","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/578","pdf_url":"https://www.ijcai.org/proceedings/2022/0578.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2022/578","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/578","pdf_url":"https://www.ijcai.org/proceedings/2022/0578.pdf","source":{"id":"https://openalex.org/S4363608755","display_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1581568102","display_name":null,"funder_award_id":"62072442","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3194369973","display_name":null,"funder_award_id":"62002348","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7761914512","display_name":null,"funder_award_id":"61802374","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"},{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285600527.pdf","grobid_xml":"https://content.openalex.org/works/W4285600527.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1523794535","https://openalex.org/W1966443646","https://openalex.org/W2113063049","https://openalex.org/W2211192759","https://openalex.org/W2250861254","https://openalex.org/W2470673105","https://openalex.org/W2799195065","https://openalex.org/W2803119681","https://openalex.org/W2896457183","https://openalex.org/W2949600515","https://openalex.org/W2949655105","https://openalex.org/W2962680827","https://openalex.org/W2986683329","https://openalex.org/W3015297483","https://openalex.org/W3034545352","https://openalex.org/W3035400757","https://openalex.org/W3108411658","https://openalex.org/W3183378213","https://openalex.org/W3192204232","https://openalex.org/W3197275000","https://openalex.org/W4287635673","https://openalex.org/W4308902193"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W17155033","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W3160494304"],"abstract_inverted_index":{"The":[0],"main":[1],"goal":[2],"of":[3,73,101],"dialogue":[4,66],"disentanglement":[5,67,85],"is":[6],"to":[7,28,39,47,69,80],"separate":[8],"the":[9,35,71,78,97],"mixed":[10],"utterances":[11,32],"from":[12],"a":[13,51,64,81],"chat":[14],"slice":[15],"into":[16],"independent":[17],"dialogues.":[18],"Existing":[19],"models":[20],"often":[21],"utilize":[22],"either":[23],"an":[24,43],"utterance-to-utterance":[25],"(U2U)":[26],"prediction":[27,46],"determine":[29,48],"whether":[30],"two":[31],"that":[33],"have":[34],"\u201creply-to\u201d":[36],"relationship":[37],"belong":[38,55],"one":[40],"dialogue,":[41],"or":[42],"utterance-to-thread":[44],"(U2T)":[45],"which":[49],"dialogue-thread":[50],"given":[52],"utterance":[53,75],"should":[54],"to.":[56],"Inspired":[57],"by":[58],"mutual":[59,82],"leaning,":[60],"we":[61],"propose":[62],"MuiDial,":[63],"novel":[65],"model,":[68],"exploit":[70],"intent":[72,79],"each":[74],"and":[76,89,99],"feed":[77],"learning":[83],"U2U-U2T":[84],"model.":[86],"Experimental":[87],"results":[88],"in-depth":[90],"analysis":[91],"on":[92],"several":[93],"benchmark":[94],"datasets":[95],"demonstrate":[96],"effectiveness":[98],"generalizability":[100],"our":[102],"approach.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
