{"id":"https://openalex.org/W4412945085","doi":"https://doi.org/10.18653/v1/2025.acl-long.826","title":"Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization","display_name":"Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412945085","doi":"https://doi.org/10.18653/v1/2025.acl-long.826"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.826","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.826","pdf_url":"https://aclanthology.org/2025.acl-long.826.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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-long.826.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079198689","display_name":"Lei Huang","orcid":"https://orcid.org/0000-0002-0189-3782"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Huang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073213620","display_name":"Xiaocheng Feng","orcid":"https://orcid.org/0000-0001-6011-0496"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaocheng Feng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111073904","display_name":"Weitao Ma","orcid":"https://orcid.org/0009-0007-8631-3858"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weitao Ma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Yuchun Fan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuchun Fan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066977101","display_name":"Xiachong Feng","orcid":"https://orcid.org/0000-0002-4761-7484"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiachong Feng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110972941","display_name":"Yangfan Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yangfan Ye","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085410631","display_name":"Weihong Zhong","orcid":"https://orcid.org/0000-0002-5673-2222"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weihong Zhong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040128172","display_name":"Yuxuan Gu","orcid":"https://orcid.org/0000-0002-5967-7492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuxuan Gu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101447488","display_name":"Baoxin Wang","orcid":"https://orcid.org/0000-0003-3230-2743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baoxin Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102776315","display_name":"Dayong Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dayong Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101922053","display_name":"Guoping Hu","orcid":"https://orcid.org/0000-0002-1276-6201"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guoping Hu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","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":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":12,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5175,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93101686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"16896","last_page":"16913"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9865999817848206,"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":0.9865999817848206,"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":0.7323285341262817},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.551013708114624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44612473249435425},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.418806254863739},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3372640609741211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7323285341262817},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.551013708114624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44612473249435425},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.418806254863739},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3372640609741211}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.826","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.826","pdf_url":"https://aclanthology.org/2025.acl-long.826.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.826","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.826","pdf_url":"https://aclanthology.org/2025.acl-long.826.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":[{"display_name":"Quality Education","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1492629662","display_name":null,"funder_award_id":"2023018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2678945450","display_name":null,"funder_award_id":"HIT.OCEF.2023018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"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/G7930149284","display_name":null,"funder_award_id":"62276078","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412945085.pdf","grobid_xml":"https://content.openalex.org/works/W4412945085.grobid-xml"},"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/W3204019825"],"abstract_inverted_index":{"Lei":[0],"Huang,":[1],"Xiaocheng":[2],"Feng,":[3,9],"Weitao":[4],"Ma,":[5],"Yuchun":[6],"Fan,":[7],"Xiachong":[8],"Yangfan":[10],"Ye,":[11],"Weihong":[12],"Zhong,":[13],"Yuxuan":[14],"Gu,":[15],"Baoxin":[16],"Wang,":[17],"Dayong":[18],"Wu,":[19],"Guoping":[20],"Hu,":[21],"Bing":[22],"Qin.":[23],"Proceedings":[24],"of":[25,30],"the":[26,31],"63rd":[27],"Annual":[28],"Meeting":[29],"Association":[32],"for":[33],"Computational":[34],"Linguistics":[35],"(Volume":[36],"1:":[37],"Long":[38],"Papers).":[39],"2025.":[40]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
