{"id":"https://openalex.org/W4416035411","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.1630","title":"RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning","display_name":"RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416035411","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.1630"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.emnlp-main.1630","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.1630","pdf_url":"https://aclanthology.org/2025.emnlp-main.1630.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.emnlp-main.1630.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053014849","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-9066-3294"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yu Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052465353","display_name":"Shiwan Zhao","orcid":"https://orcid.org/0000-0001-5068-025X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shiwan Zhao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019178807","display_name":"Zhihu Wang","orcid":"https://orcid.org/0000-0002-5991-0418"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhihu Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006907190","display_name":"Ming Fan","orcid":"https://orcid.org/0000-0002-5626-7076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming Fan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076854445","display_name":"Xicheng Zhang","orcid":"https://orcid.org/0000-0002-3839-2084"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xicheng Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107995740","display_name":"Yubo Zhang","orcid":"https://orcid.org/0009-0007-3817-6553"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yubo Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114102388","display_name":"Zhengfan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhengfan Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090735659","display_name":"Heyuan Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heyuan Huang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418125","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0002-0516-6996"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ting Liu","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5053014849"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.7369,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9671923,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"32001","last_page":"32025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.4794999957084656,"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":0.4794999957084656,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.16689999401569366,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.10809999704360962,"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/natural-language","display_name":"Natural language","score":0.42879998683929443},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.40230000019073486},{"id":"https://openalex.org/keywords/natural-language-generation","display_name":"Natural language generation","score":0.398499995470047},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.29409998655319214},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.2720000147819519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5572999715805054},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.42879998683929443},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.40230000019073486},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.398499995470047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33889999985694885},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.250900000333786},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.23489999771118164}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.emnlp-main.1630","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.1630","pdf_url":"https://aclanthology.org/2025.emnlp-main.1630.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.emnlp-main.1630","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.1630","pdf_url":"https://aclanthology.org/2025.emnlp-main.1630.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1259930355","display_name":null,"funder_award_id":"62272377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1828253250","display_name":null,"funder_award_id":"62232014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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/W4416035411.pdf","grobid_xml":"https://content.openalex.org/works/W4416035411.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Yu":[0],"Wang,":[1,5,13],"Shiwan":[2],"Zhao,":[3],"Zhihu":[4],"Ming":[6],"Fan,":[7],"Xicheng":[8],"Zhang,":[9,11],"Yubo":[10],"Zhengfan":[12],"Heyuan":[14],"Huang,":[15],"Ting":[16],"Liu.":[17],"Proceedings":[18],"of":[19],"the":[20],"2025":[21],"Conference":[22],"on":[23],"Empirical":[24],"Methods":[25],"in":[26],"Natural":[27],"Language":[28],"Processing.":[29],"2025.":[30]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-11-08T00:00:00"}
