{"id":"https://openalex.org/W4389156957","doi":"https://doi.org/10.48550/arxiv.2311.16789","title":"A Survey of the Evolution of Language Model-Based Dialogue Systems","display_name":"A Survey of the Evolution of Language Model-Based Dialogue Systems","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389156957","doi":"https://doi.org/10.48550/arxiv.2311.16789"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.16789","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.16789","pdf_url":"https://arxiv.org/pdf/2311.16789","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.16789","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017695776","display_name":"Hongru Wang","orcid":"https://orcid.org/0000-0002-9859-4462"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wang, Hongru","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702888","display_name":"Lingzhi Wang","orcid":"https://orcid.org/0000-0002-1346-2437"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Lingzhi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101177096","display_name":"Yiming Du","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Yiming","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612877","display_name":"Chen Liang","orcid":"https://orcid.org/0000-0002-1803-2284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Liang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022387029","display_name":"Jingyan Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Jingyan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374831","display_name":"Yufei Wang","orcid":"https://orcid.org/0000-0002-8108-3818"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yufei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5008208316","display_name":"Kam\u2010Fai Wong","orcid":"https://orcid.org/0000-0002-9427-5659"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wong, Kam-Fai","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5017695776"],"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":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":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9646000266075134,"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":0.9569000005722046,"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":0.6925686597824097},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.639585018157959},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.5384770035743713},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5381823778152466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015075206756592},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.49097684025764465},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.4831192195415497},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3793696165084839},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19405382871627808},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11140167713165283}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925686597824097},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.639585018157959},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5384770035743713},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5381823778152466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015075206756592},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.49097684025764465},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.4831192195415497},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3793696165084839},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19405382871627808},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11140167713165283},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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":"pmh:oai:arXiv.org:2311.16789","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.16789","pdf_url":"https://arxiv.org/pdf/2311.16789","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2311.16789","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.16789","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.16789","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.16789","pdf_url":"https://arxiv.org/pdf/2311.16789","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389156957.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1941703695","https://openalex.org/W3131574667","https://openalex.org/W4323768008","https://openalex.org/W4248382324","https://openalex.org/W4360995134","https://openalex.org/W2039473718","https://openalex.org/W2387529410","https://openalex.org/W3023605104","https://openalex.org/W2383578611","https://openalex.org/W2600085362"],"abstract_inverted_index":{"Dialogue":[0],"systems,":[1,28],"including":[2],"task-oriented_dialogue_system":[3],"(TOD)":[4],"and":[5,69,77,107,110,122,151],"open-domain_dialogue_system":[6],"(ODD),":[7],"have":[8],"undergone":[9],"significant":[10],"transformations,":[11],"with":[12,33,95,133],"language_models":[13],"(LM)":[14],"playing":[15],"a":[16,129,137,171],"central":[17],"role.":[18],"This":[19],"survey":[20,127],"delves":[21],"into":[22,42,158],"the":[23,96,103,168,174],"historical":[24],"trajectory":[25],"of":[26,67,92,98,140,173],"dialogue":[27,93],"elucidating":[29],"their":[30,85],"intricate":[31],"relationship":[32],"advancements":[34],"in":[35,59,84,179],"language":[36],"models":[37],"by":[38,48,55],"categorizing":[39],"this":[40,164],"evolution":[41],"four":[43],"distinct":[44],"stages,":[45],"each":[46],"marked":[47],"pivotal":[49],"LM":[50,134],"breakthroughs:":[51],"1)":[52],"Early_Stage:":[53],"characterized":[54],"statistical":[56],"LMs,":[57],"resulting":[58],"rule-based":[60],"or":[61],"machine-learning-driven":[62],"dialogue_systems;":[63],"2)":[64],"Independent":[65],"development":[66],"TOD":[68,121],"ODD":[70,123],"based":[71],"on":[72,148],"neural_language_models":[73],"(NLM;":[74],"e.g.,":[75],"LSTM":[76],"GRU),":[78],"since":[79],"NLMs":[80],"lack":[81],"intrinsic":[82],"knowledge":[83],"parameters;":[86],"3)":[87],"fusion":[88,104],"between":[89,105],"different":[90],"types":[91],"systems":[94],"advert":[97],"pre-trained_language_models":[99],"(PLMs),":[100],"starting":[101],"from":[102],"four_sub-tasks_within_TOD,":[106],"then":[108],"TOD_with_ODD;":[109],"4)":[111],"current":[112],"LLM-based_dialogue_system,":[113],"wherein":[114],"LLMs":[115],"can":[116],"be":[117],"used":[118],"to":[119],"conduct":[120],"seamlessly.":[124],"Thus,":[125],"our":[126],"provides":[128],"chronological":[130],"perspective":[131],"aligned":[132],"breakthroughs,":[135],"offering":[136],"comprehensive":[138],"review":[139],"state-of-the-art":[141],"research":[142],"outcomes.":[143],"What's":[144],"more,":[145],"we":[146,166],"focus":[147],"emerging":[149],"topics":[150],"discuss":[152],"open":[153],"challenges,":[154],"providing":[155],"valuable":[156],"insights":[157],"future":[159,177],"directions":[160],"for":[161,170],"LLM-based_dialogue_systems.":[162],"Through":[163],"exploration,":[165],"pave":[167],"way":[169],"deeper_comprehension":[172],"evolution,":[175],"guiding":[176],"developments":[178],"LM-based":[180],"dialogue_systems.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2023-11-30T00:00:00"}
