{"id":"https://openalex.org/W4392931139","doi":"https://doi.org/10.1109/icassp48485.2024.10447417","title":"Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning","display_name":"Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392931139","doi":"https://doi.org/10.1109/icassp48485.2024.10447417"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062586768","display_name":"Zhengjie Huang","orcid":"https://orcid.org/0000-0001-6298-8112"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengjie Huang","raw_affiliation_strings":["East China Normal University"],"affiliations":[{"raw_affiliation_string":"East China Normal University","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103096308","display_name":"Pingsheng Liu","orcid":"https://orcid.org/0000-0002-2599-9004"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingsheng Liu","raw_affiliation_strings":["East China Normal University"],"affiliations":[{"raw_affiliation_string":"East China Normal University","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085818578","display_name":"Gerard de Melo","orcid":"https://orcid.org/0000-0002-2930-2059"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerard de Melo","raw_affiliation_strings":["University of Potsdam,Hasso Plattner Institute","Hasso Plattner Institute, University of Potsdam"],"affiliations":[{"raw_affiliation_string":"University of Potsdam,Hasso Plattner Institute","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]},{"raw_affiliation_string":"Hasso Plattner Institute, University of Potsdam","institution_ids":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010540039","display_name":"Liang He","orcid":"https://orcid.org/0000-0002-4723-5486"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang He","raw_affiliation_strings":["East China Normal University"],"affiliations":[{"raw_affiliation_string":"East China Normal University","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100349006","display_name":"Linlin Wang","orcid":"https://orcid.org/0000-0003-0304-7560"},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Wang","raw_affiliation_strings":["East China Normal University","Shanghai Artificial Intelligence Laboratory"],"affiliations":[{"raw_affiliation_string":"East China Normal University","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062586768"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":1.9417,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84783862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"12441","last_page":"12445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14074","display_name":"Persona Design and Applications","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T14074","display_name":"Persona Design and Applications","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11999","display_name":"Empathy and Medical Education","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persona","display_name":"Persona","score":0.9548470973968506},{"id":"https://openalex.org/keywords/empathy","display_name":"Empathy","score":0.8100517988204956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5917531847953796},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5181018710136414},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5015592575073242},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43294423818588257},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4054027795791626},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3497769236564636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3040402829647064},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.22782263159751892}],"concepts":[{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.9548470973968506},{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.8100517988204956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5917531847953796},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5181018710136414},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5015592575073242},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43294423818588257},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4054027795791626},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3497769236564636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3040402829647064},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.22782263159751892},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322370","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1980083892","https://openalex.org/W2154652894","https://openalex.org/W2325035506","https://openalex.org/W2897362601","https://openalex.org/W2951583236","https://openalex.org/W2963825865","https://openalex.org/W3099700870","https://openalex.org/W3100719877","https://openalex.org/W3105906861","https://openalex.org/W3157597346","https://openalex.org/W3173540771","https://openalex.org/W3174116563","https://openalex.org/W3176162574","https://openalex.org/W3185341429","https://openalex.org/W3200833038","https://openalex.org/W6682631176","https://openalex.org/W6774660848"],"related_works":["https://openalex.org/W2795366572","https://openalex.org/W2886588594","https://openalex.org/W3005214328","https://openalex.org/W2022249999","https://openalex.org/W2920961600","https://openalex.org/W3091061106","https://openalex.org/W2610743940","https://openalex.org/W4312802148","https://openalex.org/W4285553851","https://openalex.org/W4389400787"],"abstract_inverted_index":{"Empathetic":[0],"response":[1,103],"generation":[2],"requires":[3],"perceiving":[4],"and":[5,66,81],"understanding":[6],"the":[7,86,95],"user\u2019s":[8],"emotion":[9],"to":[10,21,31,55,73,84],"deliver":[11],"suitable":[12],"responses.":[13,59],"However,":[14],"existing":[15],"models":[16],"generally":[17],"lack":[18],"an":[19],"ability":[20],"respond":[22],"in":[23,36],"a":[24,33,46],"persona-specific":[25],"way,":[26],"which":[27],"has":[28],"been":[29],"shown":[30],"play":[32],"vital":[34],"role":[35],"expressing":[37],"appropriate":[38],"empathy.":[39,91],"To":[40],"address":[41],"this":[42],"problem,":[43],"we":[44,68],"propose":[45],"novel":[47],"Transformer-based":[48],"architecture":[49],"that":[50,77],"incorporates":[51],"retrieval-augmented":[52],"prompt":[53],"learning":[54],"generate":[56],"persona-aware":[57,101],"empathetic":[58,102],"Since":[60],"personalized":[61],"emotional":[62],"resonance":[63],"is":[64],"subtle":[65],"uncontrollable,":[67],"employ":[69],"dense":[70],"passage":[71],"retrieval":[72],"retrieve":[74],"exemplary":[75],"responses":[76],"reflect":[78],"specific":[79],"persona":[80],"context":[82],"characteristics":[83],"cue":[85],"generative":[87],"model":[88,99],"on":[89],"signaling":[90],"Extensive":[92],"experiments":[93],"confirm":[94],"effectiveness":[96],"of":[97],"our":[98],"for":[100],"generation.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
