{"id":"https://openalex.org/W2965537567","doi":"https://doi.org/10.1609/aaai.v33i01.33019884","title":"Reinforcement Learning for Improved Low Resource Dialogue Generation","display_name":"Reinforcement Learning for Improved Low Resource Dialogue Generation","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2965537567","doi":"https://doi.org/10.1609/aaai.v33i01.33019884","mag":"2965537567"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.33019884","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33019884","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v33i01.33019884","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075157294","display_name":"Ana V. Gonz\u00e1lez-Gardu\u00f1o","orcid":null},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Ana V. Gonz\u00e1lez-Gardu\u00f1o","raw_affiliation_strings":["University of Copenhagen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Copenhagen","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075157294"],"corresponding_institution_ids":["https://openalex.org/I124055696"],"apc_list":null,"apc_paid":null,"fwci":0.2656,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60646034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"33","issue":"01","first_page":"9884","last_page":"9885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9891999959945679,"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":0.9891999959945679,"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":0.9682999849319458,"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":0.9308000206947327,"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":0.8016989231109619},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.789188027381897},{"id":"https://openalex.org/keywords/utterance","display_name":"Utterance","score":0.6219311356544495},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5881186723709106},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5363629460334778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5206105709075928},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41306576132774353},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0648648738861084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8016989231109619},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.789188027381897},{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.6219311356544495},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5881186723709106},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5363629460334778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5206105709075928},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41306576132774353},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0648648738861084},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1609/aaai.v33i01.33019884","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33019884","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/5079","is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/5079","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/5079/4952","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.33019884","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33019884","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1840435438","https://openalex.org/W2115613106","https://openalex.org/W2172140247","https://openalex.org/W2251058040","https://openalex.org/W2399880602","https://openalex.org/W2581637843","https://openalex.org/W2798367796","https://openalex.org/W2798434138","https://openalex.org/W2885421725","https://openalex.org/W2888099120","https://openalex.org/W2962883855","https://openalex.org/W2963009325","https://openalex.org/W2963641152","https://openalex.org/W2964199361","https://openalex.org/W3022187094","https://openalex.org/W6691368330","https://openalex.org/W6732564789","https://openalex.org/W6754555528","https://openalex.org/W6754699398"],"related_works":["https://openalex.org/W4210912933","https://openalex.org/W1562959674","https://openalex.org/W2947571721","https://openalex.org/W2923653485","https://openalex.org/W2957776456","https://openalex.org/W189527659","https://openalex.org/W4224287422","https://openalex.org/W2952472710","https://openalex.org/W4255994452","https://openalex.org/W4206669594"],"abstract_inverted_index":{"In":[0],"this":[1,54],"thesis,":[2],"I":[3],"focus":[4],"on":[5],"language":[6],"independent":[7],"methods":[8,84],"of":[9,21],"improving":[10],"utterance":[11],"understanding":[12],"and":[13,16,45,66,81,92],"response":[14],"generation":[15,37,63],"attempt":[17],"to":[18,30,35,61,69],"tackle":[19],"some":[20],"the":[22],"issues":[23],"surrounding":[24],"current":[25],"systems.":[26,49],"The":[27,50],"aim":[28],"is":[29],"create":[31],"a":[32],"unified":[33],"approach":[34],"dialogue":[36,48,62,91],"inspired":[38],"by":[39],"developments":[40],"in":[41,53,75,88],"both":[42],"goal":[43,89],"oriented":[44,90],"open":[46],"ended":[47],"main":[51],"contributions":[52],"thesis":[55],"are:":[56],"1)":[57],"Introducing":[58,94],"hybrid":[59],"approaches":[60],"using":[64],"retrieval":[65],"encoder-decoder":[67],"architectures":[68],"produce":[70],"fluent":[71],"but":[72],"precise":[73],"utterances":[74],"dialogues,":[76],"2)":[77],"Proposing":[78],"supervised,":[79],"semi-supervised":[80],"Reinforcement":[82],"Learning":[83],"for":[85],"domain":[86],"adaptation":[87],"3)":[93],"models":[95],"that":[96],"can":[97],"adapt":[98],"cross":[99],"lingually.":[100]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
