{"id":"https://openalex.org/W1975179095","doi":"https://doi.org/10.1109/icassp.2011.5947638","title":"Exploiting query click logs for utterance domain detection in spoken language understanding","display_name":"Exploiting query click logs for utterance domain detection in spoken language understanding","publication_year":2011,"publication_date":"2011-05-01","ids":{"openalex":"https://openalex.org/W1975179095","doi":"https://doi.org/10.1109/icassp.2011.5947638","mag":"1975179095"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2011.5947638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2011.5947638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068709817","display_name":"Dilek Hakkani\u2010T\u00fcr","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dilek Hakkani-Tur","raw_affiliation_strings":["Speech Laboratories, Microsoft Research Limited, Mountain View, CA, USA","Speech Labs, 1310 Villa Street, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Speech Laboratories, Microsoft Research Limited, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Speech Labs, 1310 Villa Street, Mountain View, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003679010","display_name":"Larry Heck","orcid":"https://orcid.org/0000-0003-3358-6362"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Larry Heck","raw_affiliation_strings":["Speech Laboratories, Microsoft Research Limited, Mountain View, CA, USA","Speech Labs, 1310 Villa Street, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Speech Laboratories, Microsoft Research Limited, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Speech Labs, 1310 Villa Street, Mountain View, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087941479","display_name":"G\u00f6khan T\u00fcr","orcid":"https://orcid.org/0009-0008-7740-2557"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gokhan Tur","raw_affiliation_strings":["Speech Laboratories, Microsoft Research Limited, Mountain View, CA, USA","Speech Labs, 1310 Villa Street, Mountain View, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Speech Laboratories, Microsoft Research Limited, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Speech Labs, 1310 Villa Street, Mountain View, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1290206253"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5636","last_page":"5639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9983000159263611,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9983000159263611,"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":0.9980000257492065,"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":0.996399998664856,"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":0.8615161180496216},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5855721831321716},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.5841212868690491},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.5766031742095947},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5334181189537048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5081601142883301},{"id":"https://openalex.org/keywords/utterance","display_name":"Utterance","score":0.48920583724975586},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4800466299057007},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4768463373184204},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.4495231509208679},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.4275874197483063},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.4177042543888092},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4044284224510193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37026676535606384},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11980801820755005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8615161180496216},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5855721831321716},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.5841212868690491},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.5766031742095947},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5334181189537048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5081601142883301},{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.48920583724975586},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4800466299057007},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4768463373184204},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.4495231509208679},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.4275874197483063},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.4177042543888092},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4044284224510193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37026676535606384},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11980801820755005},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2011.5947638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2011.5947638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1497443639","https://openalex.org/W1550863320","https://openalex.org/W1630959083","https://openalex.org/W1885010341","https://openalex.org/W2053463056","https://openalex.org/W2077254475","https://openalex.org/W2096946253","https://openalex.org/W2098062695","https://openalex.org/W2102169711","https://openalex.org/W2120375264","https://openalex.org/W2125771191","https://openalex.org/W2130705166","https://openalex.org/W2163375626","https://openalex.org/W2163568299","https://openalex.org/W6629856084","https://openalex.org/W6636599907","https://openalex.org/W6639490541","https://openalex.org/W6674735981"],"related_works":["https://openalex.org/W2096359267","https://openalex.org/W2026738364","https://openalex.org/W2572349046","https://openalex.org/W2013069866","https://openalex.org/W8514837","https://openalex.org/W1793997780","https://openalex.org/W2146885082","https://openalex.org/W3125756434","https://openalex.org/W3049728138","https://openalex.org/W2538384344"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,101],"describe":[4],"methods":[5,100],"to":[6,16,36,127,138],"exploit":[7],"search":[8,12,43,62],"queries":[9],"mined":[10],"from":[11,42,136],"engine":[13,44],"query":[14,63,82,87],"logs":[15,64,88],"improve":[17,104],"domain":[18,39,66,131],"detection":[19,132],"in":[20],"spoken":[21],"language":[22],"understanding.":[23],"We":[24,94,124],"propose":[25],"extending":[26],"the":[27,46,59,73,105,108,112,126],"label":[28,75,118],"propagation":[29,76,119],"algorithm,":[30,77],"a":[31],"graph-based":[32],"semi-supervised":[33,74,98],"learning":[34,99],"approach,":[35],"incorporate":[37],"noisy":[38,70,122],"information":[40],"estimated":[41],"links":[45],"users":[47],"click":[48,83],"following":[49],"their":[50],"queries.":[51],"The":[52],"main":[53],"contributions":[54],"of":[55,61,69,80,107,130],"our":[56],"work":[57],"are":[58],"use":[60],"for":[65],"classification,":[67],"integration":[68],"supervision":[71],"into":[72],"and":[78,89,111],"sampling":[79],"high-quality":[81],"data":[84],"by":[85,117,133],"mining":[86],"using":[90],"classification":[91],"confidence":[92],"scores.":[93],"show":[95],"that":[96,120],"most":[97],"experimented":[102],"with":[103],"performance":[106],"supervised":[109],"training,":[110],"biggest":[113],"improvement":[114],"is":[115],"achieved":[116],"uses":[121],"supervision.":[123],"reduce":[125],"error":[128],"rate":[129],"20%":[134],"relative,":[135],"6.2%":[137],"5.0%.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
