{"id":"https://openalex.org/W4416034356","doi":"https://doi.org/10.18653/v1/2025.findings-emnlp.694","title":"Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward","display_name":"Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416034356","doi":"https://doi.org/10.18653/v1/2025.findings-emnlp.694"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.findings-emnlp.694","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-emnlp.694","pdf_url":"https://aclanthology.org/2025.findings-emnlp.694.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: EMNLP 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-emnlp.694.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102679734","display_name":"Han Weng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Han Weng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101398359","display_name":"Ping Wu","orcid":"https://orcid.org/0000-0002-1399-9066"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Puzhen Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120308566","display_name":"Cui Longjie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cui Longjie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090163799","display_name":"Yi Zhan","orcid":"https://orcid.org/0000-0003-2595-9966"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Zhan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058117186","display_name":"Boyi Liu","orcid":"https://orcid.org/0000-0001-9870-4548"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boyi Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077688051","display_name":"Yuanfeng Song","orcid":"https://orcid.org/0000-0003-2221-9807"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuanfeng Song","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065428641","display_name":"Dun Zeng","orcid":"https://orcid.org/0000-0002-4517-5379"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dun Zeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920217","display_name":"Yaqin Yang","orcid":"https://orcid.org/0000-0003-2551-2152"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yingxiang Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081754585","display_name":"Qianru Zhang","orcid":"https://orcid.org/0000-0002-5843-6187"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qianru Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059754511","display_name":"Dong Huang","orcid":"https://orcid.org/0000-0003-2872-6164"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong Huang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102926481","display_name":"Xiaoming Yin","orcid":"https://orcid.org/0000-0002-1894-3715"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaoming Yin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013105152","display_name":"Yang Sun","orcid":"https://orcid.org/0000-0001-8470-3982"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Sun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100371757","display_name":"Xing Chen","orcid":"https://orcid.org/0000-0001-5685-8506"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xing Chen","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":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"12917","last_page":"12943"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.28360000252723694,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.28360000252723694,"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/T10028","display_name":"Topic Modeling","score":0.2003999948501587,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.1379999965429306,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.4830000102519989},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4580000042915344},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4472000002861023},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.3149000108242035},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.305400013923645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.29339998960494995}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5910999774932861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.522599995136261},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4830000102519989},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4580000042915344},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3199000060558319},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3151000142097473},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3109999895095825},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.2705000042915344}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.findings-emnlp.694","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-emnlp.694","pdf_url":"https://aclanthology.org/2025.findings-emnlp.694.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: EMNLP 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.findings-emnlp.694","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-emnlp.694","pdf_url":"https://aclanthology.org/2025.findings-emnlp.694.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: EMNLP 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416034356.pdf","grobid_xml":"https://content.openalex.org/works/W4416034356.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Han":[0],"Weng,":[1],"Puzhen":[2],"Wu,":[3],"Cui":[4],"Longjie,":[5],"Yi":[6],"Zhan,":[7],"Boyi":[8],"Liu,":[9],"Yuanfeng":[10],"Song,":[11],"Dun":[12],"Zeng,":[13],"Yingxiang":[14],"Yang,":[15],"Qianru":[16],"Zhang,":[17],"Dong":[18],"Huang,":[19],"Xiaoming":[20],"Yin,":[21],"Yang":[22],"Sun,":[23],"Xing":[24],"Chen.":[25],"Findings":[26],"of":[27],"the":[28],"Association":[29],"for":[30],"Computational":[31],"Linguistics:":[32],"EMNLP":[33],"2025.":[34,35]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-08T00:00:00"}
