{"id":"https://openalex.org/W4412887752","doi":"https://doi.org/10.18653/v1/2025.findings-acl.1102","title":"Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis","display_name":"Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412887752","doi":"https://doi.org/10.18653/v1/2025.findings-acl.1102"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.findings-acl.1102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.1102","pdf_url":"https://aclanthology.org/2025.findings-acl.1102.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: ACL 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.findings-acl.1102.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111235146","display_name":"Yicheng Lang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yicheng Lang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070509358","display_name":"Kehan Guo","orcid":"https://orcid.org/0009-0004-6396-1869"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kehan Guo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101950857","display_name":"Yue Huang","orcid":"https://orcid.org/0000-0002-2326-5605"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yue Huang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101428872","display_name":"Yujun Zhou","orcid":"https://orcid.org/0000-0003-1376-5187"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yujun Zhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023045957","display_name":"Haomin Zhuang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haomin Zhuang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102989717","display_name":"Tianyu Yang","orcid":"https://orcid.org/0000-0002-9583-570X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianyu Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102981451","display_name":"Su Yao","orcid":"https://orcid.org/0000-0001-9808-1184"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yao Su","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101647357","display_name":"Xiangliang Zhang","orcid":"https://orcid.org/0000-0001-6271-6619"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiangliang Zhang","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14201741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"21397","last_page":"21420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.864799976348877,"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/T13629","display_name":"Text Readability and Simplification","score":0.864799976348877,"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/computer-science","display_name":"Computer science","score":0.6388036012649536},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5830551981925964},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5040668249130249},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17926886677742004},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15840432047843933},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09736213088035583}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388036012649536},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5830551981925964},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5040668249130249},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17926886677742004},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15840432047843933},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09736213088035583}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.findings-acl.1102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.1102","pdf_url":"https://aclanthology.org/2025.findings-acl.1102.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: ACL 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.findings-acl.1102","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-acl.1102","pdf_url":"https://aclanthology.org/2025.findings-acl.1102.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: ACL 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412887752.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}