Match Your Words! A Study of Lexical Matching in Neural Information
Retrieval

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Match Your Words! A Study of Lexical Matching in Neural Information Retrieval

10 December 2021

Thibault Formal

Benjamin Piwowarski

Stéphane Clinchant

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Papers citing "Match Your Words! A Study of Lexical Matching in Neural Information Retrieval"

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Title
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective Qi Liu Jiaxin Mao Ji-Rong Wen LRM 79 1 0 10 Apr 2025
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 87 21 0 15 Sep 2023
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? Yasuto Hoshi Daisuke Miyashita Yasuhiro Morioka Youyang Ng Osamu Torii J. Deguchi 65 0 0 09 Mar 2023
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 80 5 0 08 Nov 2022
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective Thibault Formal Carlos Lassance Benjamin Piwowarski Stéphane Clinchant VLM 101 149 0 10 May 2022