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Jimmy Lin

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Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages

Dec 26, 2023
Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin

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Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models

Dec 26, 2023
Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin

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NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation

Dec 18, 2023
Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

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Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models

Dec 05, 2023
Xinyu Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy Lin

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RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Dec 05, 2023
Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

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Searching Dense Representations with Inverted Indexes

Dec 04, 2023
Jimmy Lin, Tommaso Teofili

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What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations

Nov 30, 2023
Raphael Tang, Xinyu Zhang, Jimmy Lin, Ferhan Ture

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End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene

Nov 30, 2023
Haonan Chen, Carlos Lassance, Jimmy Lin

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Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers

Nov 15, 2023
Minghan Li, Honglei Zhuang, Kai Hui, Zhen Qin, Jimmy Lin, Rolf Jagerman, Xuanhui Wang, Michael Bendersky

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Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval

Nov 10, 2023
Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer

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