{"id":"https://openalex.org/W4295290471","doi":"https://doi.org/10.1145/3563389","title":"A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation","display_name":"A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation","publication_year":2022,"publication_date":"2022-09-12","ids":{"openalex":"https://openalex.org/W4295290471","doi":"https://doi.org/10.1145/3563389"},"language":"en","primary_location":{"id":"doi:10.1145/3563389","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563389","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.20174","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044420239","display_name":"Haoyu Song","orcid":"https://orcid.org/0000-0001-5270-9589"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoyu Song","raw_affiliation_strings":["Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China"],"raw_orcid":"https://orcid.org/0000-0001-5270-9589","affiliations":[{"raw_affiliation_string":"Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102020195","display_name":"Weinan Zhang","orcid":"https://orcid.org/0000-0001-5981-4752"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei-Nan Zhang","raw_affiliation_strings":["Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China"],"raw_orcid":"https://orcid.org/0000-0001-5981-4752","affiliations":[{"raw_affiliation_string":"Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101999478","display_name":"Kaiyan Zhang","orcid":"https://orcid.org/0000-0002-8059-1124"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyan Zhang","raw_affiliation_strings":["Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China"],"raw_orcid":"https://orcid.org/0000-0002-8059-1124","affiliations":[{"raw_affiliation_string":"Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418120","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0001-8904-8796"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Liu","raw_affiliation_strings":["Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China"],"raw_orcid":"https://orcid.org/0000-0001-8904-8796","affiliations":[{"raw_affiliation_string":"Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, Harbin, Heilongjiang Province, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044420239"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.4162,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68413393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"41","issue":"3","first_page":"1","last_page":"36"},"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":0.9988999962806702,"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":0.9908999800682068,"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/stack","display_name":"Stack (abstract data type)","score":0.7528961300849915},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5708348751068115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5472580194473267},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4319761097431183},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12164762616157532},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06784701347351074}],"concepts":[{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.7528961300849915},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5708348751068115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5472580194473267},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4319761097431183},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12164762616157532},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06784701347351074}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3563389","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563389","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2410.20174","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.20174","pdf_url":"https://arxiv.org/pdf/2410.20174","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.20174","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.20174","pdf_url":"https://arxiv.org/pdf/2410.20174","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5597974979","display_name":null,"funder_award_id":"62076081, 61772153, and 61936010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7155907028","display_name":null,"funder_award_id":"61936010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8903434528","display_name":null,"funder_award_id":"61772153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4295290471.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1502957213","https://openalex.org/W1840435438","https://openalex.org/W1974770283","https://openalex.org/W2139575250","https://openalex.org/W2311095070","https://openalex.org/W2559655401","https://openalex.org/W2578354947","https://openalex.org/W2599674900","https://openalex.org/W2612690371","https://openalex.org/W2739634080","https://openalex.org/W2741363662","https://openalex.org/W2781528640","https://openalex.org/W2783215745","https://openalex.org/W2798456655","https://openalex.org/W2887428522","https://openalex.org/W2891416139","https://openalex.org/W2899575547","https://openalex.org/W2911994530","https://openalex.org/W2913443447","https://openalex.org/W2914204778","https://openalex.org/W2945978556","https://openalex.org/W2952638691","https://openalex.org/W2953039584","https://openalex.org/W2962989446","https://openalex.org/W2963825865","https://openalex.org/W2964309167","https://openalex.org/W2970648534","https://openalex.org/W2974168418","https://openalex.org/W2979478117","https://openalex.org/W2981852735","https://openalex.org/W2988937804","https://openalex.org/W2995833361","https://openalex.org/W2997892440","https://openalex.org/W2999905431","https://openalex.org/W3015322406","https://openalex.org/W3025611493","https://openalex.org/W3033557797","https://openalex.org/W3034600233","https://openalex.org/W3034720580","https://openalex.org/W3034999214","https://openalex.org/W3087232873","https://openalex.org/W3103955569","https://openalex.org/W3168988646","https://openalex.org/W3193685260","https://openalex.org/W4233907442","https://openalex.org/W4238634189","https://openalex.org/W4238846128","https://openalex.org/W4239019441","https://openalex.org/W4247780151","https://openalex.org/W4288089799","https://openalex.org/W4288624561","https://openalex.org/W4307979480","https://openalex.org/W4365799947"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380576232","https://openalex.org/W2937054111","https://openalex.org/W2066223521","https://openalex.org/W2013178899","https://openalex.org/W373327546","https://openalex.org/W2321534397","https://openalex.org/W2058958858"],"abstract_inverted_index":{"With":[0],"the":[1,9,18,58,65,142,153,160,180,207,222,231],"resurgent":[2],"interest":[3],"in":[4,213],"building":[5],"open-domain":[6],"dialogue":[7,10,42,59,75,87,191,233],"systems,":[8],"generation":[11,30,137,158,170],"task":[12,23],"has":[13],"attracted":[14],"increasing":[15],"attention":[16],"over":[17],"past":[19],"few":[20],"years.":[21],"This":[22,103],"is":[24,55],"usually":[25],"formulated":[26],"as":[27,48,119,163],"a":[28,36,52,82,100,106,120,130,136,145,164],"conditional":[29],"problem,":[31],"which":[32],"aims":[33],"to":[34,61,96,99,109,185],"generate":[35],"natural":[37],"and":[38,44,138,148,159,166,171,183,202,216,219],"meaningful":[39],"response":[40,123,157,169,214],"given":[41],"contexts":[43],"specific":[45],"constraints,":[46],"such":[47,90],"persona.":[49],"And":[50],"maintaining":[51,194],"consistent":[53],"persona":[54,217],"essential":[56],"for":[57,134],"systems":[60],"gain":[62],"trust":[63],"from":[64,111,179,187],"users.":[66],"Although":[67],"tremendous":[68],"advancements":[69],"have":[70],"been":[71],"brought,":[72],"traditional":[73,225],"persona-based":[74],"models":[76,156,168,226],"are":[77,94],"typically":[78],"trained":[79],"by":[80,115],"leveraging":[81],"large":[83],"number":[84],"of":[85,122,224],"persona-dense":[86,91,232],"examples.":[88],"Yet,":[89],"training":[92,113],"data":[93,192],"expensive":[95],"obtain,":[97],"leading":[98],"limited":[101,112],"scale.":[102],"work":[104],"presents":[105],"novel":[107,131],"approach":[108],"learning":[110,135],"examples":[114],"regarding":[116],"consistency":[117,172,218],"understanding":[118,139],"regularization":[121],"generation.":[124],"To":[125],"this":[126],"end,":[127],"we":[128],"propose":[129],"stack-propagation":[132,208],"framework":[133,143,176,209],"pipeline.":[140],"Specifically,":[141],"stacks":[144],"Transformer":[146,150],"encoder":[147,182],"two":[149],"decoders,":[151],"where":[152],"first":[154],"decoder":[155],"second":[161],"serves":[162],"regularizer":[165],"jointly":[167],"understanding.":[173],"The":[174],"proposed":[175],"can":[177],"benefit":[178],"stacked":[181],"decoders":[184],"learn":[186],"much":[188],"smaller":[189],"personalized":[190],"while":[193],"competitive":[195],"performance.":[196],"Under":[197],"different":[198],"low-resource":[199],"settings,":[200],"subjective":[201],"objective":[203],"evaluations":[204],"prove":[205],"that":[206,227],"outperforms":[210],"strong":[211],"baselines":[212],"quality":[215],"largely":[220],"overcomes":[221],"shortcomings":[223],"rely":[228],"heavily":[229],"on":[230],"data.":[234]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-09-12T00:00:00"}