{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,9]],"date-time":"2026-08-09T20:29:49Z","timestamp":1786307389160,"version":"build-2736575974"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010880","name":"State Grid Corporation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010880","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,20]]},"DOI":"10.1109\/dsit61374.2024.10881380","type":"proceedings-article","created":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T18:18:17Z","timestamp":1739902697000},"page":"1-5","source":"Crossref","is-referenced-by-count":3,"title":["An Effective Retrieval Method to Improve RAG Performance"],"prefix":"10.1109","author":[{"given":"Su","family":"Mengmeng","sequence":"first","affiliation":[{"name":"North China Branch of State Grid Corporation of China,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liu","family":"Zhibin","sequence":"additional","affiliation":[{"name":"North China Branch of State Grid Corporation of China,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wang","family":"Qingwei","sequence":"additional","affiliation":[{"name":"North China Branch of State Grid Corporation of China,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hu","family":"Man","sequence":"additional","affiliation":[{"name":"North China Branch of State Grid Corporation of China,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xu","family":"Feiyang","sequence":"additional","affiliation":[{"name":"North China Branch of State Grid Corporation of China,Beijing,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Retrieval-augmented generation for knowledge-intensive nlp tasks","volume-title":"Proceedings of the 34th International Conference on Neural Information Processing Systems","author":"Lewis"},{"key":"ref2","first-page":"2206","article-title":"Improving language models by retrieving from trillions of tokens","volume-title":"Proceedings of the 39th International Conference on Machine Learning","volume":"162","author":"Borgeaud"},{"issue":"1","key":"ref3","article-title":"Atlas: few-shot learning with retrieval augmented language models","volume":"24","author":"Izacard","year":"2024","journal-title":"J. Mach. Learn. Res."},{"key":"ref4","first-page":"1316","article-title":"In-context retrieval-augmented language models","volume-title":"Transactions of the Association for Computational Linguistics","volume":"11","author":"Ram","year":"2023"},{"key":"ref5","first-page":"8371","article-title":"REPLUG: Retrieval-augmented black-box language models","volume-title":"Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)","author":"Shi"},{"key":"ref6","first-page":"10 014","article-title":"Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions","volume-title":"Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","author":"Trivedi"},{"key":"ref7","article-title":"Chatlaw: A multi-agent collaborative legal assistant with knowledge graph enhanced mixture-of-experts large language model","author":"Cui","year":"2024"},{"key":"ref8","article-title":"Clinical text summarization: adapting large language models can outperform human experts","author":"Van Veen","year":"2023","journal-title":"Research Square"},{"key":"ref9","article-title":"Sail: Search-augmented instruction learning","author":"Luo","year":"2023"},{"key":"ref10","article-title":"RA-DIT: Retrieval-augmented dual instruction tuning","volume-title":"The Twelfth International Conference on Learning Representations","author":"Lin"},{"key":"ref11","article-title":"RECOMP: Improving retrieval-augmented LMs with context compression and selective augmentation","volume-title":"The Twelfth International Conference on Learning Representations","author":"Xu"},{"key":"ref12","article-title":"Language agent tree search unifies reasoning acting and planning in language models","author":"Zhou","year":"2024"},{"key":"ref13","first-page":"784","article-title":"Know what you don\u2019t know: Unanswerable questions for SQuAD","volume-title":"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","author":"Rajpurkar"},{"key":"ref14","first-page":"317","article-title":"The NarrativeQA reading comprehension challenge","volume-title":"Transactions of the Association for Computational Linguistics","volume":"6","author":"Ko\u010disk\u00fd","year":"2018"},{"key":"ref15","first-page":"2369","article-title":"HotpotQA: A dataset for diverse, explainable multi-hop question answering","volume-title":"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing","author":"Yang"}],"event":{"name":"2024 7th International Conference on Data Science and Information Technology (DSIT)","location":"Nanjing, China","start":{"date-parts":[[2024,12,20]]},"end":{"date-parts":[[2024,12,22]]}},"container-title":["2024 7th International Conference on Data Science and Information Technology (DSIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10880698\/10880863\/10881380.pdf?arnumber=10881380","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T20:01:44Z","timestamp":1740081704000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10881380\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/dsit61374.2024.10881380","relation":{},"subject":[],"published":{"date-parts":[[2024,12,20]]}}}