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Xueguang Ma

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Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Oct 12, 2023
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin

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Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models

Oct 11, 2023
Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture

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Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering

Sep 05, 2023
Yubo Wang, Xueguang Ma, Wenhu Chen

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Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard

Jun 13, 2023
Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin

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TheoremQA: A Theorem-driven Question Answering dataset

May 23, 2023
Wenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan, Xueguang Ma, Jianyu Xu, Xinyi Wang, Tony Xia

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Few-shot In-context Learning for Knowledge Base Question Answering

May 04, 2023
Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen

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Zero-Shot Listwise Document Reranking with a Large Language Model

May 03, 2023
Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin

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Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes

Apr 24, 2023
Xueguang Ma, Tommaso Teofili, Jimmy Lin

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SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes

Feb 13, 2023
Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin

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Precise Zero-Shot Dense Retrieval without Relevance Labels

Dec 20, 2022
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

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