{"id":"https://openalex.org/W3188331065","doi":"https://doi.org/10.24963/ijcai.2021/627","title":"A Survey on Response Selection for Retrieval-based Dialogues","display_name":"A Survey on Response Selection for Retrieval-based Dialogues","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3188331065","doi":"https://doi.org/10.24963/ijcai.2021/627","mag":"3188331065"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2021/627","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/627","pdf_url":"https://www.ijcai.org/proceedings/2021/0627.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2021/0627.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073065834","display_name":"Chongyang Tao","orcid":"https://orcid.org/0000-0002-4162-2119"},"institutions":[{"id":"https://openalex.org/I4210105678","display_name":"Microsoft (Finland)","ror":"https://ror.org/01nehjf29","country_code":"FI","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210105678"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Chongyang Tao","raw_affiliation_strings":["Microsoft Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation","institution_ids":["https://openalex.org/I4210105678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013569210","display_name":"Jiazhan Feng","orcid":"https://orcid.org/0000-0002-5832-6199"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiazhan Feng","raw_affiliation_strings":["Peking University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716372","display_name":"Rui Yan","orcid":"https://orcid.org/0000-0002-3356-6823"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Yan","raw_affiliation_strings":["Peking University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101796417","display_name":"Wei Wu","orcid":"https://orcid.org/0000-0001-6572-8471"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Wu","raw_affiliation_strings":["Meituan Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meituan Corporation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060116992","display_name":"Daxin Jiang","orcid":"https://orcid.org/0000-0002-6657-5806"},"institutions":[{"id":"https://openalex.org/I4210105678","display_name":"Microsoft (Finland)","ror":"https://ror.org/01nehjf29","country_code":"FI","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210105678"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Daxin Jiang","raw_affiliation_strings":["Microsoft Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation","institution_ids":["https://openalex.org/I4210105678"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6375,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92088702,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4619","last_page":"4626"},"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":0.9994999766349792,"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":0.9994999766349792,"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":0.8023455142974854},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6152621507644653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6149460077285767},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5601476430892944},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.49243077635765076},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48862224817276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.474148690700531},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.4691160023212433},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45424824953079224},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.45283955335617065},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3578032851219177},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09821817278862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8023455142974854},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6152621507644653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6149460077285767},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5601476430892944},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.49243077635765076},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48862224817276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.474148690700531},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.4691160023212433},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45424824953079224},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.45283955335617065},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3578032851219177},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09821817278862},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2021/627","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/627","pdf_url":"https://www.ijcai.org/proceedings/2021/0627.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2021/627","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/627","pdf_url":"https://www.ijcai.org/proceedings/2021/0627.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3188331065.pdf","grobid_xml":"https://content.openalex.org/works/W3188331065.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W185445000","https://openalex.org/W1910529161","https://openalex.org/W2128892113","https://openalex.org/W2170738476","https://openalex.org/W2339852062","https://openalex.org/W2561368124","https://openalex.org/W2573379274","https://openalex.org/W2583186419","https://openalex.org/W2586847566","https://openalex.org/W2772458880","https://openalex.org/W2795571593","https://openalex.org/W2798456655","https://openalex.org/W2798469938","https://openalex.org/W2804708990","https://openalex.org/W2822830299","https://openalex.org/W2836574416","https://openalex.org/W2889581211","https://openalex.org/W2891416139","https://openalex.org/W2891826200","https://openalex.org/W2896457183","https://openalex.org/W2898875342","https://openalex.org/W2908331278","https://openalex.org/W2938224087","https://openalex.org/W2949151831","https://openalex.org/W2949446780","https://openalex.org/W2950902819","https://openalex.org/W2951287343","https://openalex.org/W2951359136","https://openalex.org/W2951583236","https://openalex.org/W2951650631","https://openalex.org/W2952267213","https://openalex.org/W2952592807","https://openalex.org/W2952813980","https://openalex.org/W2962768358","https://openalex.org/W2962854379","https://openalex.org/W2962989446","https://openalex.org/W2963341956","https://openalex.org/W2963475460","https://openalex.org/W2963540468","https://openalex.org/W2963825865","https://openalex.org/W2964066832","https://openalex.org/W2964150246","https://openalex.org/W2966404868","https://openalex.org/W2969574947","https://openalex.org/W2970648534","https://openalex.org/W2970688662","https://openalex.org/W2979174937","https://openalex.org/W3009428740","https://openalex.org/W3012707646","https://openalex.org/W3022689306","https://openalex.org/W3034446185","https://openalex.org/W3034927876","https://openalex.org/W3035448310","https://openalex.org/W3045190208","https://openalex.org/W3045441970","https://openalex.org/W3086550652","https://openalex.org/W3094612274","https://openalex.org/W3098379431","https://openalex.org/W3100719877","https://openalex.org/W3100949457","https://openalex.org/W3102606416","https://openalex.org/W3175678722","https://openalex.org/W3176113532","https://openalex.org/W3176506090","https://openalex.org/W4287815000"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2281307425","https://openalex.org/W2772323916"],"abstract_inverted_index":{"Building":[0],"an":[1],"intelligent":[2],"dialogue":[3,55],"system":[4],"capable":[5],"of":[6,18,28,36,73,89,111],"naturally":[7],"and":[8,32,60,92,119,140],"coherently":[9],"conversing":[10],"with":[11,25,57,64,116],"humans":[12],"has":[13],"been":[14,47],"a":[15,70],"long-standing":[16],"goal":[17],"artificial":[19],"intelligence.":[20],"In":[21,82],"the":[22,26,33,87,109,129],"past":[23],"decade,":[24],"development":[27],"machine/deep":[29],"learning":[30],"technology":[31],"explosive":[34],"growth":[35],"available":[37],"conversation":[38],"data":[39],"in":[40,53,76,137],"social":[41],"media,":[42],"numerous":[43],"neural":[44],"models":[45,97],"have":[46],"developed":[48],"for":[49,79],"context-response":[50,95],"matching":[51,96],"tasks":[52],"retrieval-based":[54,80],"systems,":[56],"more":[58,122],"fluent":[59],"informative":[61],"responses":[62],"compared":[63],"generative":[65],"models.":[66],"This":[67],"paper":[68],"presents":[69],"comprehensive":[71],"survey":[72],"recent":[74,106],"advances":[75,107],"response":[77,90,112],"selection":[78,91],"dialogues.":[81],"particular,":[83],"we":[84,103,127],"first":[85],"formulate":[86],"problem":[88],"review":[93],"state-of-the-art":[94],"categorized":[98],"by":[99],"their":[100],"architecture.":[101],"Then":[102],"summarize":[104],"some":[105],"on":[108,121],"research":[110,143],"selection,":[113],"including":[114],"incorporation":[115],"extra":[117],"knowledge":[118],"exploration":[120],"effective":[123],"model":[124],"learning.":[125],"Finally,":[126],"highlight":[128],"challenges":[130],"which":[131],"are":[132],"not":[133],"yet":[134],"well":[135],"addressed":[136],"this":[138],"task":[139],"present":[141],"future":[142],"directions.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
