{"id":"https://openalex.org/W2888905626","doi":"https://doi.org/10.18653/v1/w18-5049","title":"Identifying Domain Independent Update Intents in Task Based Dialogs","display_name":"Identifying Domain Independent Update Intents in Task Based Dialogs","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888905626","doi":"https://doi.org/10.18653/v1/w18-5049","mag":"2888905626"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-5049","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5049","pdf_url":"https://www.aclweb.org/anthology/W18-5049.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 19th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-5049.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057030973","display_name":"Prakhar Biyani","orcid":null},"institutions":[{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]},{"id":"https://openalex.org/I4210134091","display_name":"Yahoo (United States)","ror":"https://ror.org/040dkzz12","country_code":"US","type":"company","lineage":["https://openalex.org/I4210134091"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Prakhar Biyani","raw_affiliation_strings":["Twitter Inc. 1355 Market St #900 San Francisco, CA 94103","Yahoo Research, Oath Inc. 701 First Ave Sunnyvale, CA 94089"],"affiliations":[{"raw_affiliation_string":"Twitter Inc. 1355 Market St #900 San Francisco, CA 94103","institution_ids":["https://openalex.org/I113979032"]},{"raw_affiliation_string":"Yahoo Research, Oath Inc. 701 First Ave Sunnyvale, CA 94089","institution_ids":["https://openalex.org/I4210134091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024795464","display_name":"Cem Akkaya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134091","display_name":"Yahoo (United States)","ror":"https://ror.org/040dkzz12","country_code":"US","type":"company","lineage":["https://openalex.org/I4210134091"]},{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cem Akkaya","raw_affiliation_strings":["Yahoo Research, Oath Inc. 701 First Ave Sunnyvale, CA 94089","Twitter Inc. 1355 Market St #900 San Francisco, CA 94103"],"affiliations":[{"raw_affiliation_string":"Yahoo Research, Oath Inc. 701 First Ave Sunnyvale, CA 94089","institution_ids":["https://openalex.org/I4210134091"]},{"raw_affiliation_string":"Twitter Inc. 1355 Market St #900 San Francisco, CA 94103","institution_ids":["https://openalex.org/I113979032"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070966667","display_name":"Kostas Tsioutsiouliklis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134091","display_name":"Yahoo (United States)","ror":"https://ror.org/040dkzz12","country_code":"US","type":"company","lineage":["https://openalex.org/I4210134091"]},{"id":"https://openalex.org/I113979032","display_name":"Twitter (United States)","ror":"https://ror.org/04wt43v05","country_code":"US","type":"company","lineage":["https://openalex.org/I113979032"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kostas Tsioutsiouliklis","raw_affiliation_strings":["Twitter Inc. 1355 Market St #900 San Francisco, CA 94103","Yahoo Research, Oath Inc. 701 First Ave Sunnyvale, CA 94089"],"affiliations":[{"raw_affiliation_string":"Twitter Inc. 1355 Market St #900 San Francisco, CA 94103","institution_ids":["https://openalex.org/I113979032"]},{"raw_affiliation_string":"Yahoo Research, Oath Inc. 701 First Ave Sunnyvale, CA 94089","institution_ids":["https://openalex.org/I4210134091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057030973"],"corresponding_institution_ids":["https://openalex.org/I113979032","https://openalex.org/I4210134091"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0935543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"410","last_page":"419"},"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9972000122070312,"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":0.9191083908081055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8227465152740479},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.7965168356895447},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6712807416915894},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.666163444519043},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6585854291915894},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6075314879417419},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5694109797477722},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5054409503936768},{"id":"https://openalex.org/keywords/dialog-system","display_name":"Dialog system","score":0.4471460282802582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44102048873901367},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34870797395706177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22986915707588196},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21061217784881592},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06167322397232056}],"concepts":[{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.9191083908081055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8227465152740479},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.7965168356895447},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6712807416915894},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.666163444519043},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6585854291915894},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6075314879417419},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5694109797477722},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5054409503936768},{"id":"https://openalex.org/C190954187","wikidata":"https://www.wikidata.org/wiki/Q5270587","display_name":"Dialog system","level":3,"score":0.4471460282802582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44102048873901367},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34870797395706177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22986915707588196},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21061217784881592},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06167322397232056},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w18-5049","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5049","pdf_url":"https://www.aclweb.org/anthology/W18-5049.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 19th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-5049","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5049","pdf_url":"https://www.aclweb.org/anthology/W18-5049.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 19th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888905626.pdf","grobid_xml":"https://content.openalex.org/works/W2888905626.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W35388109","https://openalex.org/W78188755","https://openalex.org/W340740901","https://openalex.org/W1503312748","https://openalex.org/W1989996186","https://openalex.org/W1993567041","https://openalex.org/W2013221077","https://openalex.org/W2047237057","https://openalex.org/W2079735306","https://openalex.org/W2130119531","https://openalex.org/W2141230360","https://openalex.org/W2159875193","https://openalex.org/W2184019479","https://openalex.org/W2250297846","https://openalex.org/W2250539671","https://openalex.org/W2250583956","https://openalex.org/W2251058040","https://openalex.org/W2251235149","https://openalex.org/W2251527109","https://openalex.org/W2464790259","https://openalex.org/W2512793613","https://openalex.org/W2564070522","https://openalex.org/W2569999341","https://openalex.org/W2587385466","https://openalex.org/W2963788376","https://openalex.org/W2963797754","https://openalex.org/W2964101860","https://openalex.org/W4254836149"],"related_works":["https://openalex.org/W48079147","https://openalex.org/W2563921006","https://openalex.org/W3133700904","https://openalex.org/W1963944933","https://openalex.org/W1600043506","https://openalex.org/W2111550420","https://openalex.org/W2097043665","https://openalex.org/W2013809956","https://openalex.org/W2063157598","https://openalex.org/W2107559347"],"abstract_inverted_index":{"One":[0],"important":[1],"problem":[2],"in":[3,35,39,123,126,142],"task-based":[4],"conversations":[5],"is":[6,28,77],"that":[7,36,135],"of":[8,14,24,50,65,83,98,103,106,121,144],"effectively":[9],"updating":[10],"the":[11,22,46,51,81,104,107,119,127],"belief":[12],"estimates":[13],"user-mentioned":[15],"slot-value":[16,26,92],"pairs.":[17],"Given":[18],"a":[19,25,62,85,91,111],"user":[20,69,86,124],"utterance,":[21],"intent":[23,49],"pair":[27],"captured":[29],"using":[30,115],"dialog":[31],"acts":[32],"(DA)":[33],"expressed":[34],"utterance.":[37],"However,":[38],"certain":[40],"cases,":[41],"DA's":[42],"fail":[43],"to":[44,80,88,117],"capture":[45],"actual":[47],"update":[48,84],"user.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56],"describe":[57],"such":[58],"cases":[59],"and":[60,129],"propose":[61],"new":[63,72],"type":[64,82,120],"semantic":[66],"class":[67],"for":[68,90],"intents.":[70],"This":[71],"type,":[73],"Update":[74],"Intents":[75],"(UI),":[76],"directly":[78],"related":[79],"intends":[87],"perform":[89],"pair.":[93],"We":[94,109],"define":[95],"five":[96],"types":[97],"UI's,":[99],"which":[100],"are":[101],"independent":[102],"domain":[105],"conversation.":[108],"build":[110],"multi-class":[112],"classification":[113,140],"model":[114],"LSTM's":[116],"identify":[118],"UI":[122],"utterances":[125],"Restaurant":[128],"Shopping":[130],"domains.":[131],"Experimental":[132],"results":[133],"show":[134],"our":[136],"models":[137],"achieve":[138],"strong":[139],"performance":[141],"terms":[143],"F-1":[145],"score.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}
