{"id":"https://openalex.org/W2785689238","doi":"https://doi.org/10.18653/v1/w17-5531","title":"Predicting Success in Goal-Driven Human-Human Dialogues","display_name":"Predicting Success in Goal-Driven Human-Human Dialogues","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2785689238","doi":"https://doi.org/10.18653/v1/w17-5531","mag":"2785689238"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-5531","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-5531","pdf_url":"https://www.aclweb.org/anthology/W17-5531.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 18th Annual SIGdial Meeting 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/W17-5531.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074228294","display_name":"Michael D. Noseworthy","orcid":"https://orcid.org/0000-0003-1464-159X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Noseworthy","raw_affiliation_strings":["School of Computer Science McGill University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science McGill University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050801868","display_name":"Jackie Chi Kit Cheung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jackie Chi Kit Cheung","raw_affiliation_strings":["School of Computer Science McGill University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science McGill University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080591144","display_name":"Jo\u00eblle Pineau","orcid":"https://orcid.org/0000-0003-0747-7250"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joelle Pineau","raw_affiliation_strings":["School of Computer Science McGill University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science McGill University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"262"},"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":0.9998000264167786,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9990000128746033,"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":0.8497058153152466},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6267061829566956},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6177700757980347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5788776278495789},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5463467240333557},{"id":"https://openalex.org/keywords/gratitude","display_name":"Gratitude","score":0.4802860915660858},{"id":"https://openalex.org/keywords/common-ground","display_name":"Common ground","score":0.42708680033683777},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4264048635959625},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4146944284439087},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33546140789985657},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0827452540397644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8497058153152466},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6267061829566956},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6177700757980347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5788776278495789},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5463467240333557},{"id":"https://openalex.org/C2779930795","wikidata":"https://www.wikidata.org/wiki/Q2728730","display_name":"Gratitude","level":2,"score":0.4802860915660858},{"id":"https://openalex.org/C2777877512","wikidata":"https://www.wikidata.org/wiki/Q1116097","display_name":"Common ground","level":2,"score":0.42708680033683777},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4264048635959625},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4146944284439087},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33546140789985657},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0827452540397644},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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:10.18653/v1/w17-5531","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-5531","pdf_url":"https://www.aclweb.org/anthology/W17-5531.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 18th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-5531","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-5531","pdf_url":"https://www.aclweb.org/anthology/W17-5531.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 18th Annual SIGdial Meeting on Discourse and Dialogue","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315121","display_name":"Samsung Advanced Institute of Technology","ror":null},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2785689238.pdf","grobid_xml":"https://content.openalex.org/works/W2785689238.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W47817957","https://openalex.org/W1516479813","https://openalex.org/W1522301498","https://openalex.org/W1606347560","https://openalex.org/W1932421248","https://openalex.org/W1975244201","https://openalex.org/W1993378086","https://openalex.org/W1995945562","https://openalex.org/W2043511823","https://openalex.org/W2064675550","https://openalex.org/W2080887205","https://openalex.org/W2115613106","https://openalex.org/W2119015791","https://openalex.org/W2139448311","https://openalex.org/W2141230360","https://openalex.org/W2141839844","https://openalex.org/W2147459514","https://openalex.org/W2148249921","https://openalex.org/W2151814822","https://openalex.org/W2161152375","https://openalex.org/W2172501646","https://openalex.org/W2187089797","https://openalex.org/W2220374841","https://openalex.org/W2250539671","https://openalex.org/W2289601637","https://openalex.org/W2291723583","https://openalex.org/W2407905223","https://openalex.org/W2950483141","https://openalex.org/W2962854379","https://openalex.org/W2964039645","https://openalex.org/W2964121744","https://openalex.org/W3003351570","https://openalex.org/W4205745662","https://openalex.org/W4310299640"],"related_works":["https://openalex.org/W2754218581","https://openalex.org/W4232627398","https://openalex.org/W2883689832","https://openalex.org/W2522111510","https://openalex.org/W2160373287","https://openalex.org/W4366689611","https://openalex.org/W3142518643","https://openalex.org/W2617834768","https://openalex.org/W4362650669","https://openalex.org/W2998221030"],"abstract_inverted_index":{"In":[0],"goal-driven":[1,77],"dialogue":[2,20,159],"systems,":[3],"success":[4,39,59,75,111,130],"is":[5,149],"often":[6],"defined":[7],"based":[8],"on":[9],"a":[10,26,35,62,94,118,133,158],"structured":[11,134],"definition":[12],"of":[13,29,52,72,90,100,157],"the":[14,19,50,70,82,88,106,155],"goal.":[15,44],"This":[16],"requires":[17],"that":[18,32,43,124],"system":[21],"be":[22,34,126],"constrained":[23],"to":[24,37,42,57,128,151],"handle":[25],"specific":[27],"class":[28],"goals":[30,53],"and":[31,144,160],"there":[33],"mechanism":[36],"measure":[38],"with":[40],"respect":[41],"However,":[45],"in":[46,60,76,87,105],"many":[47],"human-human":[48,78],"dialogues":[49,79],"diversity":[51],"makes":[54],"it":[55,148],"infeasible":[56],"define":[58],"such":[61,163],"way.":[63],"To":[64],"address":[65],"this":[66,139],"scenario,":[67],"we":[68],"consider":[69],"task":[71],"automatically":[73],"predicting":[74],"using":[80],"only":[81],"information":[83],"communicated":[84],"between":[85,102],"participants":[86],"form":[89],"text.":[91],"We":[92,115,137],"build":[93],"dataset":[95],"from":[96],"stackoverflow.com":[97],"which":[98],"consists":[99],"exchanges":[101],"two":[103],"users":[104],"technical":[107],"domain":[108],"where":[109],"groundtruth":[110],"labels":[112],"are":[113],"available.":[114],"then":[116],"propose":[117],"turn-based":[119],"hierarchical":[120],"neural":[121],"network":[122],"model":[123,140],"can":[125],"used":[127],"predict":[129],"without":[131],"requiring":[132],"goal":[135],"definition.":[136],"show":[138],"outperforms":[141],"rule-based":[142],"heuristics":[143],"other":[145],"baselines":[146],"as":[147,164],"able":[150],"detect":[152],"patterns":[153],"over":[154],"course":[156],"capture":[161],"notions":[162],"gratitude.":[165]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
