{"id":"https://openalex.org/W2585770386","doi":"https://doi.org/10.1145/3018661.3022746","title":"Statistical Spoken Dialogue Systems and the Challenges for Machine Learning","display_name":"Statistical Spoken Dialogue Systems and the Challenges for Machine Learning","publication_year":2017,"publication_date":"2017-02-02","ids":{"openalex":"https://openalex.org/W2585770386","doi":"https://doi.org/10.1145/3018661.3022746","mag":"2585770386"},"language":"en","primary_location":{"id":"doi:10.1145/3018661.3022746","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018661.3022746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM International Conference on Web Search and Data Mining","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/A5109097977","display_name":"Steve Young","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Steve Young","raw_affiliation_strings":["Cambridge University, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cambridge University, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109097977"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":0.5851,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74164882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"577","last_page":"577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","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/T12031","display_name":"Speech and dialogue systems","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/T10028","display_name":"Topic Modeling","score":0.9988999962806702,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799612283706665},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.5712007284164429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5663668513298035},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5637422204017639},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5312297940254211},{"id":"https://openalex.org/keywords/open-domain","display_name":"Open domain","score":0.5181390047073364},{"id":"https://openalex.org/keywords/spoken-language","display_name":"Spoken language","score":0.5070319175720215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46723753213882446},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4641045331954956},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4334118366241455},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4246489405632019},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.13318654894828796},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10951921343803406},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0779520571231842}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799612283706665},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.5712007284164429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5663668513298035},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5637422204017639},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5312297940254211},{"id":"https://openalex.org/C2993776861","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Open domain","level":3,"score":0.5181390047073364},{"id":"https://openalex.org/C2776230583","wikidata":"https://www.wikidata.org/wiki/Q1322198","display_name":"Spoken language","level":2,"score":0.5070319175720215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46723753213882446},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4641045331954956},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4334118366241455},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4246489405632019},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.13318654894828796},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10951921343803406},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0779520571231842},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3018661.3022746","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018661.3022746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1948566616","https://openalex.org/W1975244201","https://openalex.org/W2288878529","https://openalex.org/W2438667436","https://openalex.org/W2963064439","https://openalex.org/W2963797754"],"related_works":["https://openalex.org/W2034361844","https://openalex.org/W2539940768","https://openalex.org/W2765804957","https://openalex.org/W2962716343","https://openalex.org/W43702919","https://openalex.org/W845924147","https://openalex.org/W2060410964","https://openalex.org/W2578140855","https://openalex.org/W4234387670","https://openalex.org/W2072096098"],"abstract_inverted_index":{"This":[0],"talk":[1,29,55],"will":[2,30,56],"review":[3],"the":[4,15,62],"principal":[5],"components":[6],"of":[7,61],"a":[8],"spoken":[9],"dialogue":[10],"system":[11],"and":[12,50],"then":[13],"discuss":[14],"opportunities":[16],"for":[17,21,42],"applying":[18],"machine":[19,40],"learning":[20,41,49],"building":[22],"robust":[23],"high":[24],"performance":[25],"open-domain":[26],"systems.":[27,73],"The":[28,54],"be":[31],"illustrated":[32],"by":[33,58],"recent":[34],"work":[35,70],"at":[36],"Cambridge":[37],"University":[38],"using":[39],"belief":[43],"tracking,":[44],"reward":[45],"estimation,":[46],"multi-domain":[47],"policy":[48],"natural":[51],"language":[52],"generation.":[53],"conclude":[57],"discussing":[59],"some":[60],"key":[63],"challenges":[64],"in":[65,71],"scaling":[66],"these":[67],"solutions":[68],"to":[69],"practical":[72]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
