Shi Yu

According to our database, Shi Yu authored at least 30 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG.

Yongjian Li, HaoCheng Chu, Yukun Yan, Zhenghao Liu, Shi Yu, Zheni Zeng, Ruobing Wang, Sen Song, Zhiyuan Liu, Maosong Sun

CoRR, June, 2025

ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling.

Haidong Xin, Qiushi Xiong, Zhenghao Liu, Sen Mei, Yukun Yan, Shi Yu, Shuo Wang, Yu Gu, Ge Yu, Chenyan Xiong

CoRR, May, 2025

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation.

Yuxuan Chen, Dewen Guo, Sen Mei, Xinze Li, Hao Chen, Yishan Li, Yixuan Wang, Chaoyue Tang, Ruobing Wang, Dingjun Wu, Yukun Yan, Zhenghao Liu, Shi Yu, Zhiyuan Liu, Maosong Sun

CoRR, April, 2025

Building a Coding Assistant via the Retrieval-Augmented Language Model.

Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu

ACM Trans. Inf. Syst., March, 2025

LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences.

Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu

CoRR, February, 2025

Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search.

Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun

CoRR, February, 2025

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.

Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards.

Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips.

Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the 31st International Conference on Computational Linguistics, 2025

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

Kunlun Zhu, Yifan Luo, Dingling Xu, Yukun Yan, Zhenghao Liu, Shi Yu, Ruobing Wang, Shuo Wang, Yishan Li, Nan Zhang, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts.

Mingyan Wu, Zhenghao Liu, Yukun Yan, Xinze Li, Shi Yu, Zheni Zeng, Yu Gu, Ge Yu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Craw4LLM: Efficient Web Crawling for LLM Pretraining.

Shi Yu, Zhiyuan Liu, Chenyan Xiong

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

KBAlign: Efficient Self Adaptation on Specific Knowledge Bases.

Zheni Zeng, Yuxuan Chen, Shi Yu, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2024

Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation.

Ruobing Wang, Daren Zha, Shi Yu, Qingfei Zhao, Yuxuan Chen, Yixuan Wang, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2024

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts.

Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2024

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

Kunlun Zhu, Yifan Luo, Dingling Xu, Ruobing Wang, Shi Yu, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun

CoRR, 2024

Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression.

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yukun Yan, Shuo Wang, Ge Yu

CoRR, 2024

ActiveRAG: Revealing the Treasures of Knowledge via Active Learning.

Zhipeng Xu, Zhenghao Liu, Yibin Liu, Chenyan Xiong, Yukun Yan, Shuo Wang, Shi Yu, Zhiyuan Liu, Ge Yu

CoRR, 2024

Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion.

Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval.

Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu

CoRR, 2023

Rethinking Dense Retrieval's Few-Shot Ability.

Si Sun, Yida Lu, Shi Yu, Xiangyang Li, Zhonghua Li, Zhao Cao, Zhiyuan Liu, Deiming Ye, Jie Bao

CoRR, 2023

OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit.

Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.

Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In.

Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

P³ Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

CoRR, 2022

P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

Few-Shot Conversational Dense Retrieval.

Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.

Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett

CoRR, 2020

Few-Shot Generative Conversational Query Rewriting.

Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020