{"id":"https://openalex.org/W4297841649","doi":"https://doi.org/10.21437/interspeech.2022-10550","title":"Hierarchical Attention Network for Evaluating Therapist Empathy in Counseling Session","display_name":"Hierarchical Attention Network for Evaluating Therapist Empathy in Counseling Session","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4297841649","doi":"https://doi.org/10.21437/interspeech.2022-10550"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2022-10550","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-10550","pdf_url":null,"source":{"id":"https://openalex.org/S4363604309","display_name":"Interspeech 2022","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2022","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/A5110186622","display_name":"Dehua Tao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dehua Tao","raw_affiliation_strings":["Department of Electronic Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001795601","display_name":"Tan Lee","orcid":"https://orcid.org/0000-0002-7089-3436"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan Lee","raw_affiliation_strings":["Department of Electronic Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051584886","display_name":"Harold Chui","orcid":"https://orcid.org/0000-0003-2066-8107"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Harold Chui","raw_affiliation_strings":["Department of Educational Psychology The Chinese University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational Psychology The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073164102","display_name":"Sarah Luk","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Sarah Luk","raw_affiliation_strings":["Department of Educational Psychology The Chinese University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational Psychology The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.225,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43839061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2008","last_page":"2012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9768000245094299,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/session","display_name":"Session (web analytics)","score":0.8591803312301636},{"id":"https://openalex.org/keywords/empathy","display_name":"Empathy","score":0.7790151834487915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5079017281532288},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.4988853931427002},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3823986351490021},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11470183730125427},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.09627878665924072}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8591803312301636},{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.7790151834487915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5079017281532288},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.4988853931427002},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3823986351490021},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11470183730125427},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09627878665924072}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2022-10550","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2022-10550","pdf_url":null,"source":{"id":"https://openalex.org/S4363604309","display_name":"Interspeech 2022","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2022","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1753344991","https://openalex.org/W1902237438","https://openalex.org/W1985386799","https://openalex.org/W2067746881","https://openalex.org/W2086106924","https://openalex.org/W2123902981","https://openalex.org/W2133564696","https://openalex.org/W2239141610","https://openalex.org/W2399112572","https://openalex.org/W2404204925","https://openalex.org/W2405501373","https://openalex.org/W2406928398","https://openalex.org/W2408504567","https://openalex.org/W2516684112","https://openalex.org/W2897362601","https://openalex.org/W2951008357","https://openalex.org/W2964199361","https://openalex.org/W2973237404","https://openalex.org/W2991435809","https://openalex.org/W4221143168","https://openalex.org/W4247280291"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2022249999","https://openalex.org/W2790197180","https://openalex.org/W2321298859","https://openalex.org/W2020597600","https://openalex.org/W2623239735","https://openalex.org/W2914237138","https://openalex.org/W2049690772","https://openalex.org/W1443290736"],"abstract_inverted_index":{"Counseling":[0],"typically":[1],"takes":[2],"the":[3,18,44,50,64,75,87,91,94,100,140,145,152],"form":[4],"of":[5,28,53,71,156],"spoken":[6],"conversation":[7],"between":[8],"a":[9,12,33,57,159],"therapist":[10,19,92,153],"and":[11,93,139],"client.The":[13],"empathy":[14,46,77,101],"level":[15,47,78,102],"expressed":[16],"by":[17,107],"is":[20,84,104,120],"considered":[21,130],"to":[22,42,98,124,132,143],"be":[23,129],"an":[24,69,108],"essential":[25],"quality":[26],"factor":[27],"counseling":[29,58],"outcome.This":[30],"paper":[31],"proposes":[32],"hierarchical":[34],"recurrent":[35],"network":[36],"combined":[37],"with":[38,115],"two-level":[39],"attention":[40,117],"mechanisms":[41],"determine":[43],"therapist's":[45,76],"solely":[48],"from":[49,89],"acoustic":[51],"features":[52],"conversational":[54],"speech":[55,88],"in":[56,73],"session.The":[59],"experimental":[60],"results":[61],"show":[62],"that":[63,86,103,122],"proposed":[65],"model":[66],"can":[67],"achieve":[68],"accuracy":[70],"72.1%":[72],"classifying":[74],"as":[79],"being":[80],"\"high\"":[81],"or":[82],"\"low\".It":[83],"found":[85],"both":[90],"client":[95],"are":[96],"contributing":[97],"predicting":[99],"subjectively":[105],"rated":[106],"expert":[109],"observer.By":[110],"analyzing":[111],"speaker":[112,162],"turns":[113,127],"assigned":[114],"high":[116],"weights,":[118],"it":[119],"observed":[121],"2":[123],"6":[125],"consecutive":[126],"should":[128],"together":[131],"provide":[133],"useful":[134],"clues":[135],"for":[136],"detecting":[137],"empathy,":[138,154],"observer":[141],"tends":[142],"take":[144],"whole":[146],"session":[147],"into":[148],"consideration":[149],"when":[150],"rating":[151],"instead":[155],"relying":[157],"on":[158],"few":[160],"specific":[161],"turns.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
