{"id":"https://openalex.org/W4412889809","doi":"https://doi.org/10.18653/v1/2025.acl-long.1368","title":"Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System","display_name":"Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412889809","doi":"https://doi.org/10.18653/v1/2025.acl-long.1368"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.1368","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1368","pdf_url":"https://aclanthology.org/2025.acl-long.1368.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.1368.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102687969","display_name":"Haoyang Su","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoyang Su","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060165599","display_name":"Renqi Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renqi Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030884047","display_name":"Shixiang Tang","orcid":"https://orcid.org/0009-0005-0067-339X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shixiang Tang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063953932","display_name":"Zhenfei Yin","orcid":"https://orcid.org/0000-0002-8666-1103"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenfei Yin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022420344","display_name":"Xi Zheng","orcid":"https://orcid.org/0000-0003-3976-4510"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinzhe Zheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028609396","display_name":"Jinzhe Li","orcid":"https://orcid.org/0009-0006-4819-7238"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinzhe Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113291945","display_name":"Biqing Qi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Biqing Qi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046855922","display_name":"Qi Wu","orcid":"https://orcid.org/0000-0001-6182-5274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qi Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068792081","display_name":"Hui Li","orcid":"https://orcid.org/0000-0003-3556-6568"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087818121","display_name":"Wanli Ouyang","orcid":"https://orcid.org/0000-0002-9163-2761"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wanli Ouyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042899882","display_name":"Philip H. S. Torr","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philip Torr","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044328177","display_name":"Bowen Zhou","orcid":"https://orcid.org/0000-0003-3004-0620"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bowen Zhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5113224776","display_name":"Nanqing Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nanqing Dong","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":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"28201","last_page":"28240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.7185999751091003,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.7185999751091003,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.6425999999046326,"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":0.6053894758224487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6053894758224487}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.1368","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1368","pdf_url":"https://aclanthology.org/2025.acl-long.1368.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"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:d4d2a67a-d644-4cc8-850f-97cd3817cc79","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.1368","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1368","pdf_url":"https://aclanthology.org/2025.acl-long.1368.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":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412889809.pdf","grobid_xml":"https://content.openalex.org/works/W4412889809.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/W4396696052"],"abstract_inverted_index":{"Haoyang":[0],"Su,":[1],"Renqi":[2],"Chen,":[3],"Shixiang":[4],"Tang,":[5],"Zhenfei":[6],"Yin,":[7],"Xinzhe":[8],"Zheng,":[9],"Jinzhe":[10],"Li,":[11,17],"Biqing":[12],"Qi,":[13],"Qi":[14],"Wu,":[15],"Hui":[16],"Wanli":[18],"Ouyang,":[19],"Philip":[20],"Torr,":[21],"Bowen":[22],"Zhou,":[23],"Nanqing":[24],"Dong.":[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":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
