{"id":"https://openalex.org/W4307928803","doi":"https://doi.org/10.48550/arxiv.2210.16604","title":"A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing","display_name":"A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing","publication_year":2022,"publication_date":"2022-10-29","ids":{"openalex":"https://openalex.org/W4307928803","doi":"https://doi.org/10.48550/arxiv.2210.16604"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2210.16604","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.16604","pdf_url":"https://arxiv.org/pdf/2210.16604","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"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2210.16604","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017466919","display_name":"Allison Lahnala","orcid":"https://orcid.org/0009-0004-8626-1013"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lahnala, Allison","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056753433","display_name":"Charles Welch","orcid":"https://orcid.org/0000-0002-3489-2882"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Welch, Charles","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046126345","display_name":"David Jurgens","orcid":"https://orcid.org/0000-0002-2135-9878"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jurgens, David","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080764714","display_name":"Lucie Flek","orcid":"https://orcid.org/0000-0002-5995-8454"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Flek, Lucie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"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":0.9449999928474426,"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":0.9449999928474426,"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/T11999","display_name":"Empathy and Medical Education","score":0.906000018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/empathy","display_name":"Empathy","score":0.9503093957901001},{"id":"https://openalex.org/keywords/conceptualization","display_name":"Conceptualization","score":0.9250741004943848},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.8227137327194214},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6603289842605591},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6444132924079895},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5309600234031677},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.4956551790237427},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.46365460753440857},{"id":"https://openalex.org/keywords/perspective-taking","display_name":"Perspective-taking","score":0.44787177443504333},{"id":"https://openalex.org/keywords/simulation-theory-of-empathy","display_name":"Simulation theory of empathy","score":0.4446811079978943},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.431916207075119},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.37187546491622925},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.3444324731826782},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2936926484107971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25748127698898315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12454339861869812}],"concepts":[{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.9503093957901001},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.9250741004943848},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.8227137327194214},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6603289842605591},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6444132924079895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5309600234031677},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.4956551790237427},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.46365460753440857},{"id":"https://openalex.org/C2780342009","wikidata":"https://www.wikidata.org/wiki/Q18387795","display_name":"Perspective-taking","level":3,"score":0.44787177443504333},{"id":"https://openalex.org/C190264587","wikidata":"https://www.wikidata.org/wiki/Q861691","display_name":"Simulation theory of empathy","level":3,"score":0.4446811079978943},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.431916207075119},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.37187546491622925},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3444324731826782},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2936926484107971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25748127698898315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12454339861869812},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2210.16604","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.16604","pdf_url":"https://arxiv.org/pdf/2210.16604","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"},{"id":"doi:10.48550/arxiv.2210.16604","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2210.16604","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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2210.16604","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.16604","pdf_url":"https://arxiv.org/pdf/2210.16604","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2263871505","https://openalex.org/W4249267101","https://openalex.org/W2071572667","https://openalex.org/W1512814838","https://openalex.org/W4382793755","https://openalex.org/W3195168086","https://openalex.org/W4320733545","https://openalex.org/W2594153701","https://openalex.org/W2499773143","https://openalex.org/W2380024775"],"abstract_inverted_index":{"We":[0,49],"review":[1],"the":[2,14,95],"state":[3],"of":[4,46],"research":[5,54,87],"on":[6,82],"empathy":[7,18,36,71,83],"in":[8,98],"natural":[9],"language":[10],"processing":[11],"and":[12,31,56,80,89,106],"identify":[13],"following":[15],"issues:":[16],"(1)":[17],"definitions":[19],"are":[20,76],"absent":[21],"or":[22],"abstract,":[23],"which":[24],"(2)":[25],"leads":[26],"to":[27,42,77,90,93],"low":[28],"construct":[29],"validity":[30],"reproducibility.":[32],"Moreover,":[33],"(3)":[34],"emotional":[35],"is":[37],"overemphasized,":[38],"skewing":[39],"our":[40],"focus":[41],"a":[43,64],"narrow":[44],"subset":[45],"simplified":[47],"tasks.":[48],"believe":[50],"these":[51],"issues":[52],"hinder":[53],"progress":[55],"argue":[57],"that":[58,67],"current":[59],"directions":[60],"will":[61],"benefit":[62],"from":[63],"clear":[65],"conceptualization":[66,84],"includes":[68],"operationalizing":[69],"cognitive":[70],"components.":[72],"Our":[73],"main":[74],"objectives":[75,88],"provide":[78],"insight":[79],"guidance":[81],"for":[85,104],"NLP":[86],"encourage":[91],"researchers":[92],"pursue":[94],"overlooked":[96],"opportunities":[97],"this":[99],"area,":[100],"highly":[101],"relevant,":[102],"e.g.,":[103],"clinical":[105],"educational":[107],"sectors.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
