{"id":"https://openalex.org/W3088735664","doi":"https://doi.org/10.3233/faia200607","title":"Interactive Learning of Dialog Scenarios from Examples","display_name":"Interactive Learning of Dialog Scenarios from Examples","publication_year":2020,"publication_date":"2020-09-15","ids":{"openalex":"https://openalex.org/W3088735664","doi":"https://doi.org/10.3233/faia200607","mag":"3088735664"},"language":"en","primary_location":{"id":"doi:10.3233/faia200607","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200607","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200607","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200607","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054374693","display_name":"Daiga Deksne","orcid":null},"institutions":[{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]},{"id":"https://openalex.org/I4210146923","display_name":"Tilde (Latvia)","ror":"https://ror.org/03jcesj83","country_code":"LV","type":"company","lineage":["https://openalex.org/I4210146923"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Daiga Deksne","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Latvia","Tilde, Riga, Latvia","Faculty of Computing, University of Latvia, Latvia; Tilde, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Latvia","institution_ids":["https://openalex.org/I91123046"]},{"raw_affiliation_string":"Tilde, Riga, Latvia","institution_ids":["https://openalex.org/I4210146923"]},{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Latvia; Tilde, Riga, Latvia","institution_ids":["https://openalex.org/I91123046","https://openalex.org/I4210146923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019587984","display_name":"Raivis Skadi\u0146\u0161","orcid":"https://orcid.org/0000-0003-0929-2380"},"institutions":[{"id":"https://openalex.org/I4210146923","display_name":"Tilde (Latvia)","ror":"https://ror.org/03jcesj83","country_code":"LV","type":"company","lineage":["https://openalex.org/I4210146923"]},{"id":"https://openalex.org/I91123046","display_name":"University of Latvia","ror":"https://ror.org/05g3mes96","country_code":"LV","type":"education","lineage":["https://openalex.org/I91123046"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Raivis Skadi\u0146\u0161","raw_affiliation_strings":["Faculty of Computing, University of Latvia, Latvia","Tilde, Riga, Latvia","Faculty of Computing, University of Latvia, Latvia; Tilde, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Latvia","institution_ids":["https://openalex.org/I91123046"]},{"raw_affiliation_string":"Tilde, Riga, Latvia","institution_ids":["https://openalex.org/I4210146923"]},{"raw_affiliation_string":"Faculty of Computing, University of Latvia, Latvia; Tilde, Riga, Latvia","institution_ids":["https://openalex.org/I91123046","https://openalex.org/I4210146923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054374693"],"corresponding_institution_ids":["https://openalex.org/I4210146923","https://openalex.org/I91123046"],"apc_list":null,"apc_paid":null,"fwci":0.5221,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67593826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9995999932289124,"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":0.9994000196456909,"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/dialog-box","display_name":"Dialog box","score":0.9856860637664795},{"id":"https://openalex.org/keywords/latvian","display_name":"Latvian","score":0.8328158259391785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7848799228668213},{"id":"https://openalex.org/keywords/dialog-system","display_name":"Dialog system","score":0.6531137228012085},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6409578323364258},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5898093581199646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5882997512817383},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5647988319396973},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5482597351074219},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4311125874519348},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38456472754478455},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3384118378162384},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1672224998474121},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.13447248935699463}],"concepts":[{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.9856860637664795},{"id":"https://openalex.org/C2780375031","wikidata":"https://www.wikidata.org/wiki/Q9078","display_name":"Latvian","level":2,"score":0.8328158259391785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7848799228668213},{"id":"https://openalex.org/C190954187","wikidata":"https://www.wikidata.org/wiki/Q5270587","display_name":"Dialog system","level":3,"score":0.6531137228012085},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6409578323364258},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5898093581199646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5882997512817383},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5647988319396973},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5482597351074219},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4311125874519348},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38456472754478455},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3384118378162384},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1672224998474121},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13447248935699463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia200607","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200607","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200607","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia200607","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200607","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200607","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3088735664.pdf","grobid_xml":"https://content.openalex.org/works/W3088735664.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2412715517","https://openalex.org/W2493916176","https://openalex.org/W2616122292","https://openalex.org/W2769936633","https://openalex.org/W2789033601","https://openalex.org/W2888833120","https://openalex.org/W2889448364","https://openalex.org/W2896457183","https://openalex.org/W2902214995","https://openalex.org/W2962854379","https://openalex.org/W2963167310","https://openalex.org/W2963491014","https://openalex.org/W2963560082","https://openalex.org/W2963567240","https://openalex.org/W2963797754","https://openalex.org/W2964006684","https://openalex.org/W2964121744","https://openalex.org/W3101893606","https://openalex.org/W6601457275","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W48079147","https://openalex.org/W326836678","https://openalex.org/W2500779211","https://openalex.org/W1963944933","https://openalex.org/W2563921006","https://openalex.org/W1600043506","https://openalex.org/W2111550420","https://openalex.org/W3133893348","https://openalex.org/W2549666521","https://openalex.org/W2949169006"],"abstract_inverted_index":{"This":[0,118],"paper":[1],"reports":[2],"on":[3],"the":[4,23,32,39,60,69,83,89,93,100,105,108,121],"development":[5],"of":[6],"a":[7],"toolkit":[8,21],"that":[9,27,120],"enables":[10],"collecting":[11],"dialog":[12,17,49,63,110],"corpus":[13],"for":[14,47,72,81,88,104,124],"end-to-end":[15],"goal-oriented":[16],"system":[18],"training.":[19,75],"The":[20,76,102],"includes":[22],"neural":[24,73,125],"network":[25,126],"model":[26,74,87,127],"interactively":[28],"learns":[29],"to":[30,67],"predict":[31],"next":[33,84],"virtual":[34],"assistant":[35],"(VA)":[36],"action":[37,85],"from":[38,52],"conversation":[40],"history.":[41],"We":[42],"start":[43],"with":[44,59],"exploring":[45],"methods":[46],"VA":[48],"scenario":[50],"learning":[51],"examples":[53],"after":[54],"we":[55],"perform":[56],"several":[57],"experiments":[58],"English":[61,106],"DSTC":[62],"sets":[64],"in":[65,92],"order":[66],"find":[68],"optimal":[70],"strategy":[71],"chosen":[77,122],"algorithm":[78],"is":[79,112,129],"used":[80],"training":[82,128],"prediction":[86],"Latvian":[90,109],"dialogs":[91],"public":[94],"transport":[95],"inquiries":[96],"domain":[97],"collected":[98],"using":[99],"platform.":[101],"accuracy":[103],"and":[107,116],"models":[111],"similar":[113],"\u2013":[114],"0.84":[115],"0.86.":[117],"shows":[119],"method":[123],"language":[130],"independent.":[131]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}