{"id":"https://openalex.org/W2250558341","doi":"https://doi.org/10.18653/v1/w15-4603","title":"Knowledge transfer between speakers for personalised dialogue management","display_name":"Knowledge transfer between speakers for personalised dialogue management","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2250558341","doi":"https://doi.org/10.18653/v1/w15-4603","mag":"2250558341"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w15-4603","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-4603","pdf_url":"https://www.aclweb.org/anthology/W15-4603.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":"Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W15-4603.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064527875","display_name":"I\u00f1igo Casanueva","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"I\u00f1igo Casanueva","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030528300","display_name":"Thomas Hain","orcid":"https://orcid.org/0000-0003-0939-3464"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Hain","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045619924","display_name":"Heidi Christensen","orcid":"https://orcid.org/0000-0003-3028-5062"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Heidi Christensen","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013266148","display_name":"Ricard Marxer","orcid":"https://orcid.org/0000-0001-5099-5059"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ricard Marxer","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, United Kingdom","SPandH - Speech and Hearing Research Group [Sheffield] (Department of Computer Science University of Sheffield Regent Court 211 Portobello Sheffield, S1 4DP - United Kingdom)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"SPandH - Speech and Hearing Research Group [Sheffield] (Department of Computer Science University of Sheffield Regent Court 211 Portobello Sheffield, S1 4DP - United Kingdom)","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010560619","display_name":"Phil Green","orcid":"https://orcid.org/0000-0001-9103-7287"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Phil Green","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9998999834060669,"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/T12031","display_name":"Speech and dialogue systems","score":0.9998999834060669,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9980999827384949,"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/T10028","display_name":"Topic Modeling","score":0.9890999794006348,"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":0.8173916339874268},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7263616919517517},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5789334177970886},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5638850927352905},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5556339621543884},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4875888228416443},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.48378226161003113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48014089465141296},{"id":"https://openalex.org/keywords/dysarthria","display_name":"Dysarthria","score":0.42978155612945557},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4143611490726471},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3769097924232483},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.324435830116272},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16268637776374817}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173916339874268},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7263616919517517},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5789334177970886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5638850927352905},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5556339621543884},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4875888228416443},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.48378226161003113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48014089465141296},{"id":"https://openalex.org/C2777639682","wikidata":"https://www.wikidata.org/wiki/Q225957","display_name":"Dysarthria","level":2,"score":0.42978155612945557},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4143611490726471},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3769097924232483},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.324435830116272},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16268637776374817},{"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/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/w15-4603","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-4603","pdf_url":"https://www.aclweb.org/anthology/W15-4603.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":"Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04931740v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04931740","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Sep 2015, Prague, Czech Republic. pp.12-21, &#x27E8;10.18653/v1/W15-4603&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/w15-4603","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w15-4603","pdf_url":"https://www.aclweb.org/anthology/W15-4603.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":"Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3790594077","display_name":"Natural Speech Technology","funder_award_id":"EP/I031022/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320342","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320337253","display_name":"Instituto de Ciencias del Mar y Limnolog\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2250558341.pdf","grobid_xml":"https://content.openalex.org/works/W2250558341.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W180052447","https://openalex.org/W1515851193","https://openalex.org/W1571870753","https://openalex.org/W1746819321","https://openalex.org/W1975244201","https://openalex.org/W1987326241","https://openalex.org/W2037897789","https://openalex.org/W2087891313","https://openalex.org/W2097381042","https://openalex.org/W2101234009","https://openalex.org/W2107961737","https://openalex.org/W2119015791","https://openalex.org/W2132849848","https://openalex.org/W2150769028","https://openalex.org/W2156974606","https://openalex.org/W2165698076","https://openalex.org/W2251355666","https://openalex.org/W2252011326","https://openalex.org/W2263201314","https://openalex.org/W2399522936","https://openalex.org/W2401277329","https://openalex.org/W2405992935","https://openalex.org/W2438667436","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W2331173358","https://openalex.org/W2969484279","https://openalex.org/W3160456149","https://openalex.org/W2168872498","https://openalex.org/W4400873482","https://openalex.org/W2329762060","https://openalex.org/W2517018229","https://openalex.org/W2351669973","https://openalex.org/W2312964388","https://openalex.org/W2980869992"],"abstract_inverted_index":{"Model-free":[0],"reinforcement":[1,38],"learning":[2,39],"has":[3,66],"been":[4,42],"shown":[5,43],"to":[6,44,51,136,149],"be":[7,83],"a":[8,19,74,79,104,129,140,177],"promising":[9],"data":[10,60,86,108,117,135,155],"driven":[11],"approach":[12],"for":[13,78],"automatic":[14],"dialogue":[15,24,64,75],"policy":[16,58,161],"optimization,":[17],"but":[18,90],"relatively":[20],"large":[21],"amount":[22],"of":[23,48,94,153,173],"interactions":[25],"is":[26,113],"needed":[27,50],"before":[28],"the":[29,46,57,92,95,100,116,119,125,134,151,154,160],"system":[30,76],"reaches":[31],"reasonable":[32],"performance.":[33,106,126],"Recently,":[34],"Gaussian":[35],"process":[36],"based":[37],"methods":[40,164],"have":[41,103],"reduce":[45],"number":[47],"dialogues":[49],"reach":[52],"optimal":[53],"performance,":[54],"and":[55,145],"pre-training":[56],"with":[59,85,170,176],"gathered":[61,109],"from":[62,87,110,118,156],"different":[63,99,111,171],"systems":[65],"further":[67],"reduced":[68],"this":[69,72,147],"amount.":[70],"Following":[71],"idea,":[73],"designed":[77],"single":[80],"speaker":[81,158],"can":[82],"initialised":[84],"other":[88],"speakers,":[89,144],"if":[91],"dynamics":[93],"speakers":[96,112],"are":[97,165],"very":[98],"model":[101],"will":[102],"poor":[105],"When":[107],"available,":[114],"selecting":[115],"most":[120],"similar":[121],"ones":[122],"might":[123],"improve":[124],"We":[127],"propose":[128],"method":[130],"which":[131],"automatically":[132],"selects":[133],"transfer":[137],"by":[138,167],"defining":[139],"similarity":[141],"measure":[142,148],"between":[143],"uses":[146],"weight":[150],"influence":[152],"each":[157],"in":[159],"model.":[162],"The":[163],"tested":[166],"simulating":[168],"users":[169],"severities":[172],"dysarthria":[174],"interacting":[175],"voice":[178],"enabled":[179],"environmental":[180],"control":[181],"system.":[182]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
