{"id":"https://openalex.org/W4412945039","doi":"https://doi.org/10.18653/v1/2025.acl-long.820","title":"The Role of Deductive and Inductive Reasoning in Large Language Models","display_name":"The Role of Deductive and Inductive Reasoning in Large Language Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412945039","doi":"https://doi.org/10.18653/v1/2025.acl-long.820"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.820","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.820","pdf_url":"https://aclanthology.org/2025.acl-long.820.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.820.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018996846","display_name":"Chengkun Cai","orcid":"https://orcid.org/0000-0003-4009-338X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chengkun Cai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100594693","display_name":"Zhao Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu Zhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070514010","display_name":"Haoliang Liu","orcid":"https://orcid.org/0000-0001-9802-1202"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoliang Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618974","display_name":"Zhongyu Jiang","orcid":"https://orcid.org/0000-0003-4462-6497"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhongyu Jiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101400968","display_name":"Tianfang Zhang","orcid":"https://orcid.org/0000-0002-2084-6383"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianfang Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061590256","display_name":"Zongkai Wu","orcid":"https://orcid.org/0000-0001-8141-1108"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zongkai Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101702810","display_name":"Jenq\u2013Neng Hwang","orcid":"https://orcid.org/0000-0002-8877-2421"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jenq-Neng Hwang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5076885420","display_name":"Lei Li","orcid":"https://orcid.org/0000-0002-9435-893X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Li","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":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"16780","last_page":"16790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9832000136375427,"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":0.9832000136375427,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9742000102996826,"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/deductive-reasoning","display_name":"Deductive reasoning","score":0.7276178002357483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6781931519508362},{"id":"https://openalex.org/keywords/inductive-reasoning","display_name":"Inductive reasoning","score":0.6279467344284058},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3856930136680603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34452465176582336},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3353665769100189}],"concepts":[{"id":"https://openalex.org/C97364631","wikidata":"https://www.wikidata.org/wiki/Q484284","display_name":"Deductive reasoning","level":2,"score":0.7276178002357483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6781931519508362},{"id":"https://openalex.org/C21563000","wikidata":"https://www.wikidata.org/wiki/Q484511","display_name":"Inductive reasoning","level":2,"score":0.6279467344284058},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3856930136680603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34452465176582336},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3353665769100189}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.820","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.820","pdf_url":"https://aclanthology.org/2025.acl-long.820.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:pure.atira.dk:openaire_cris_publications/ec945897-97f8-4aca-a549-56ea13d4962d","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/ec945897-97f8-4aca-a549-56ea13d4962d","pdf_url":"https://curis.ku.dk/ws/files/535474748/The_Role_of_Deductive.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cai , C , Zhao , X , Liu , H , Jiang , Z , Zhang , T , Wu , Z , Hwang , J N & Li , L 2025 , The Role of Deductive and Inductive Reasoning in Large Language Models . in W Che , J Nabende , E Shutova & M T Pilehvar (eds) , Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) . Association for Computational Linguistics (ACL) , pp. 16780-16790 , 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025 , Vienna , Austria , 27/07/2025 . https://doi.org/10.18653/v1/2025.acl-long.820","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.820","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.820","pdf_url":"https://aclanthology.org/2025.acl-long.820.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":0.4399999976158142,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320943","display_name":"Danmarks Grundforskningsfond","ror":"https://ror.org/00znyv691"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412945039.pdf","grobid_xml":"https://content.openalex.org/works/W4412945039.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2378744282","https://openalex.org/W1594850618","https://openalex.org/W2404646237","https://openalex.org/W2793985749","https://openalex.org/W2511370536","https://openalex.org/W3204019825","https://openalex.org/W1981476799","https://openalex.org/W4255038409","https://openalex.org/W2072939363","https://openalex.org/W1995875985"],"abstract_inverted_index":{"Chengkun":[0],"Cai,":[1],"Xu":[2],"Zhao,":[3],"Haoliang":[4],"Liu,":[5],"Zhongyu":[6],"Jiang,":[7],"Tianfang":[8],"Zhang,":[9],"Zongkai":[10],"Wu,":[11],"Jenq-Neng":[12],"Hwang,":[13],"Lei":[14],"Li.":[15],"Proceedings":[16],"of":[17,22],"the":[18,23],"63rd":[19],"Annual":[20],"Meeting":[21],"Association":[24],"for":[25],"Computational":[26],"Linguistics":[27],"(Volume":[28],"1:":[29],"Long":[30],"Papers).":[31],"2025.":[32]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
