{"id":"https://openalex.org/W7126387995","doi":"https://doi.org/10.18653/v1/2024.findings-eacl.45","title":"Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning","display_name":"Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7126387995","doi":"https://doi.org/10.18653/v1/2024.findings-eacl.45"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2024.findings-eacl.45","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.45","pdf_url":"https://aclanthology.org/2024.findings-eacl.45.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.findings-eacl.45.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124479164","display_name":"Jeongwoo Park","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeongwoo Park","raw_affiliation_strings":["Delft University of Technology , the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology , the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073706887","display_name":"Enrico Liscio","orcid":"https://orcid.org/0000-0002-8285-5867"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Enrico Liscio","raw_affiliation_strings":["Delft University of Technology , the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology , the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039587200","display_name":"Pradeep K. Murukannaiah","orcid":"https://orcid.org/0000-0002-1261-6908"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pradeep K. Murukannaiah","raw_affiliation_strings":["Delft University of Technology , the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology , the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49117565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"654","last_page":"673"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.06539999693632126,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.06539999693632126,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14421","display_name":"Educational Philosophies and Pedagogies","score":0.06459999829530716,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13014","display_name":"Peace and Human Rights Education","score":0.037300001829862595,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5360999703407288},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5245000123977661},{"id":"https://openalex.org/keywords/morality","display_name":"Morality","score":0.49070000648498535},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.482699990272522},{"id":"https://openalex.org/keywords/pragmatics","display_name":"Pragmatics","score":0.2962000072002411}],"concepts":[{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5360999703407288},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5245000123977661},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5126000046730042},{"id":"https://openalex.org/C200113983","wikidata":"https://www.wikidata.org/wiki/Q48324","display_name":"Morality","level":2,"score":0.49070000648498535},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.41839998960494995},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37290000915527344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35830000042915344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3276999890804291},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3255000114440918},{"id":"https://openalex.org/C11693617","wikidata":"https://www.wikidata.org/wiki/Q181839","display_name":"Pragmatics","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C2777629044","wikidata":"https://www.wikidata.org/wiki/Q614959","display_name":"Contrastive analysis","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.263700008392334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.findings-eacl.45","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.45","pdf_url":"https://aclanthology.org/2024.findings-eacl.45.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.findings-eacl.45","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.findings-eacl.45","pdf_url":"https://aclanthology.org/2024.findings-eacl.45.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: EACL 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5550786340","display_name":"Hybrid Intelligence (HI): augmenting human intellect","funder_award_id":"024.004.022","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7126387995.pdf","grobid_xml":"https://content.openalex.org/works/W7126387995.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,14,60,110],"NLP":[3],"show":[4,100],"that":[5,45,101],"language":[6],"models":[7],"retain":[8],"a":[9,52,69,76,102,125],"discernible":[10],"level":[11],"of":[12,39,55,90],"knowledge":[13],"deontological":[15],"ethics":[16],"and":[17,97,123],"moral":[18,40,42,61,71,93,114],"norms.However,":[19],"existing":[20],"works":[21],"often":[22],"treat":[23],"morality":[24,47,106],"as":[25],"binary,":[26],"ranging":[27],"from":[28],"right":[29],"to":[30,105,118],"wrong.This":[31],"simplistic":[32],"view":[33],"does":[34],"not":[35],"capture":[36],"the":[37,83,88],"nuances":[38],"judgment.Pluralist":[41],"philosophers":[43],"argue":[44],"human":[46,129],"can":[48,107],"be":[49,108],"deconstructed":[50],"into":[51],"finite":[53],"number":[54],"elements,":[56,94],"respecting":[57],"individual":[58],"differences":[59],"judgment.In":[62],"line":[63],"with":[64,128],"this":[65],"view,":[66],"we":[67],"build":[68],"pluralist":[70,103],"sentence":[72],"embedding":[73,84,112],"space":[74,85],"via":[75,120],"state-of-the-art":[77],"contrastive":[78],"learning":[79],"approach.We":[80],"systematically":[81],"investigate":[82],"by":[86],"studying":[87],"emergence":[89],"relationships":[91],"among":[92],"both":[95],"quantitatively":[96],"qualitatively.Our":[98],"results":[99],"approach":[104,127],"captured":[109],"an":[111],"space.However,":[113],"pluralism":[115],"is":[116],"challenging":[117],"deduce":[119],"self-supervision":[121],"alone":[122],"requires":[124],"supervised":[126],"labels.":[130]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-02-02T00:00:00"}
