---
title: "Mengzhou Xia — papers of 2024 — 3 papers, the most cited first"
description: "Mengzhou Xia — papers of 2024: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Mengzhou Xia — papers of 2024 — 3 papers, the most cited first

3 papers · [all years of Mengzhou Xia](https://md.research.elamur.ai/free/en/authors/mengzhou-xia/#years)

- [LESS: Selecting Influential Data for Targeted Instruction Tuning arXiv:2402.04333](https://md.research.elamur.ai/free/en/papers/xia-2024-less-selecting-influential-data-targeted/) — Mengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al. · 2024 · 178 citations
- [BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval arXiv:2407.12883](https://md.research.elamur.ai/free/en/papers/su-2024-bright-realistic-challenging-benchmark-reasoning/) — Hongjin Su, Howard Yen, Mengzhou Xia, et al. · 2024 · 77 citations

**[LitSearch: A Retrieval Benchmark for Scientific Literature Search](https://md.research.elamur.ai/free/en/papers/ajith-2024-litsearch-retrieval-benchmark-scientific-literature/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, et al.*2024 · 39 citations*