publications.md

layout	page
title	Selected Publications

For a complete list of my publications, please visit my Google Scholar profile.

2025

• Group-Level Data Selection for Efficient Pretraining
  Zichun Yu, Fei Peng, Jie Lei, Arnold Overwijk, Wen-tau Yih, Chenyan Xiong
  NeurIPS 2025
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• Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning
  Xiaochuan Li, Zichun Yu, Chenyan Xiong
  ICLR 2025
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2024

• MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
  Zichun Yu, Spandan Das, Chenyan Xiong
  NeurIPS 2024
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2023

• An In-depth Look at Gemini's Language Abilities
  Syeda Nahida Akter*, Zichun Yu*, Aashiq Muhamed*, Tianyue Ou*, Alex Bäuerle, Ángel Alexander Cabrera, Krish Dholakia, Chenyan Xiong, Graham Neubig
  Preprint
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• Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In
  Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
  ACL 2023
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2022

• Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models
  Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
  COLING 2022
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