{"id":"https://openalex.org/W4412945156","doi":"https://doi.org/10.18653/v1/2025.acl-long.1189","title":"Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection","display_name":"Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412945156","doi":"https://doi.org/10.18653/v1/2025.acl-long.1189"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.1189","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1189","pdf_url":"https://aclanthology.org/2025.acl-long.1189.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":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-long.1189.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100634648","display_name":"Zhao Yang","orcid":"https://orcid.org/0000-0001-7681-1473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Zhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023705881","display_name":"Li Du","orcid":"https://orcid.org/0000-0003-2533-2426"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Du","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101821304","display_name":"Xiao Ding","orcid":"https://orcid.org/0000-0002-0863-242X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Ding","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Yangou Ouyang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yangou Ouyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111333877","display_name":"Hepeng Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hepeng Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763686","display_name":"Kai Xiong","orcid":"https://orcid.org/0000-0002-5909-3075"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Xiong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080976966","display_name":"Jinglong Gao","orcid":"https://orcid.org/0000-0002-4466-0516"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinglong Gao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100584977","display_name":"Zhouhao Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhouhao Sun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341934","display_name":"Dongliang Xu","orcid":"https://orcid.org/0000-0002-6908-253X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongliang Xu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103161963","display_name":"Qing Yang","orcid":"https://orcid.org/0000-0002-3059-8950"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101926300","display_name":"Dongchen Li","orcid":"https://orcid.org/0009-0002-6320-9736"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongchen Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017671620","display_name":"Bing Qin","orcid":"https://orcid.org/0000-0002-2543-5604"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bing Qin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418165","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0003-3489-4578"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ting Liu","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":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22319409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"24391","last_page":"24404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8181999921798706,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.8181999921798706,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.7764999866485596,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.7278000116348267,"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":0.7099893689155579},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5217210054397583},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5133785009384155},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5024762153625488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3556813597679138},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3205699324607849},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29123300313949585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7099893689155579},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5217210054397583},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5133785009384155},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5024762153625488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3556813597679138},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3205699324607849},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29123300313949585},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.1189","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1189","pdf_url":"https://aclanthology.org/2025.acl-long.1189.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":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.1189","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1189","pdf_url":"https://aclanthology.org/2025.acl-long.1189.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":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4442529403","display_name":null,"funder_award_id":"U22B2059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6680119601","display_name":null,"funder_award_id":"62176079","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412945156.pdf","grobid_xml":"https://content.openalex.org/works/W4412945156.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2375480909","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2353314428","https://openalex.org/W2012019886","https://openalex.org/W2166090428","https://openalex.org/W2134699697","https://openalex.org/W2381021552","https://openalex.org/W3017188156"],"abstract_inverted_index":{"Yang":[0],"Zhao,":[1],"Li":[2],"Du,":[3],"Xiao":[4],"Ding,":[5],"Yangou":[6],"Ouyang,":[7],"Hepeng":[8],"Wang,":[9],"Kai":[10],"Xiong,":[11],"Jinglong":[12],"Gao,":[13],"Zhouhao":[14],"Sun,":[15],"Dongliang":[16],"Xu,":[17],"Qing":[18],"Yang,":[19],"Dongchen":[20],"Li,":[21],"Bing":[22],"Qin,":[23],"Ting":[24],"Liu.":[25],"Proceedings":[26],"of":[27,32],"the":[28,33],"63rd":[29],"Annual":[30],"Meeting":[31],"Association":[34],"for":[35],"Computational":[36],"Linguistics":[37],"(Volume":[38],"1:":[39],"Long":[40],"Papers).":[41],"2025.":[42]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}