Shi Yu

47 papers A* 7A 1B 1Journal 27Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation.
KDD (1)
Haidong Xin, Zhenghao Liu, Sen Mei, Yukun Yan, Shi Yu, Shuo Wang, Zulong Chen, Yu Gu, Ge Yu, Chenyan Xiong
2026 — conf
ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling.
EACL (Findings)
Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Chaojun Xiao, Zhiyuan Liu, Ge Yu, Chenyan Xiong
2025 J jnl
Building a Coding Assistant via the Retrieval-Augmented Language Model.
ACM Trans. Inf. Syst.
Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu
2025 J jnl
ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling.
CoRR
Haidong Xin, Qiushi Xiong, Zhenghao Liu, Sen Mei, Yukun Yan, Shi Yu, Shuo Wang, Yu Gu, Ge Yu, Chenyan Xiong
2025 — conf
Craw4LLM: Efficient Web Crawling for LLM Pretraining.
ACL (Findings)
Shi Yu, Zhiyuan Liu, Chenyan Xiong
2025 J jnl
Craw4LLM: Efficient Web Crawling for LLM Pretraining.
CoRR
Shi Yu, Zhiyuan Liu, Chenyan Xiong
2025 — conf
DeepNote: Note-Centric Deep Retrieval-Augmented Generation.
EMNLP (Findings)
Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025 A* conf
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance.
EMNLP
Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu
2025 J jnl
KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG.
CoRR
Yongjian Li, HaoCheng Chu, Yukun Yan, Zhenghao Liu, Shi Yu, Zheni Zeng, Ruobing Wang, Sen Song, Zhiyuan Liu, Maosong Sun
2025 — conf
KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases.
EMNLP (Findings)
Zheni Zeng, Yuxuan Chen, Shi Yu, Ruobing Wang, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2025 J jnl
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences.
CoRR
Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu
2025 J jnl
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search.
CoRR
Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun
2025 — conf
Learning Refined Document Representations for Dense Retrieval via Deliberate Thinking.
SIGIR-AP
Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun
2025 B conf
Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips.
COLING
Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun
2025 A* conf
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards.
ICLR
Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
2025 — conf
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.
ACL (1)
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
2025 — conf
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts.
ACL (1)
Mingyan Wu, Zhenghao Liu, Yukun Yan, Xinze Li, Shi Yu, Zheni Zeng, Yu Gu, Ge Yu
2025 J jnl
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts.
CoRR
Mingyan Wu, Zhenghao Liu, Yukun Yan, Xinze Li, Shi Yu, Zheni Zeng, Yu Gu, Ge Yu
2025 J jnl
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation.
CoRR
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
2025 J jnl
VisRAG 2.0: Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation.
CoRR
Yubo Sun, Chunyi Peng, Yukun Yan, Shi Yu, Zhenghao Liu, Chi Chen, Zhiyuan Liu, Maosong Sun
2025 A* conf
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.
ICLR
Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
ActiveRAG: Revealing the Treasures of Knowledge via Active Learning.
CoRR
Zhipeng Xu, Zhenghao Liu, Yibin Liu, Chenyan Xiong, Yukun Yan, Shuo Wang, Shi Yu, Zhiyuan Liu, Ge Yu
2024 J jnl
Building A Coding Assistant via the Retrieval-Augmented Language Model.
CoRR
Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu
2024 — conf
Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion.
LREC/COLING
Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
2024 J jnl
KBAlign: Efficient Self Adaptation on Specific Knowledge Bases.
CoRR
Zheni Zeng, Yuxuan Chen, Shi Yu, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts.
CoRR
Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards.
CoRR
Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
2024 J jnl
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.
CoRR
Kunlun Zhu, Yifan Luo, Dingling Xu, Ruobing Wang, Shi Yu, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation.
CoRR
Ruobing Wang, Daren Zha, Shi Yu, Qingfei Zhao, Yuxuan Chen, Yixuan Wang, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun
2024 J jnl
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression.
CoRR
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yukun Yan, Shuo Wang, Ge Yu
2024 J jnl
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.
CoRR
Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun
2023 — conf
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In.
ACL (1)
Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
2023 J jnl
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In.
CoRR
Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
2023 J jnl
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval.
CoRR
Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
2023 A* conf
OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit.
SIGIR
Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
2023 J jnl
Rethinking Dense Retrieval's Few-Shot Ability.
CoRR
Si Sun, Yida Lu, Shi Yu, Xiangyang Li, Zhonghua Li, Zhao Cao, Zhiyuan Liu, Deiming Ye, Jie Bao
2023 — conf
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.
ACL (Findings)
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
2023 J jnl
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.
CoRR
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
2023 A conf
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.
CIKM
Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
2023 J jnl
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.
CoRR
Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
2022 J jnl
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CoRR
Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2022 A* conf
P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.
SIGIR
Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2021 A* conf
Few-Shot Conversational Dense Retrieval.
SIGIR
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
2021 J jnl
Few-Shot Conversational Dense Retrieval.
CoRR
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
2020 J jnl
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.
CoRR
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
2020 A* conf
Few-Shot Generative Conversational Query Rewriting.
SIGIR
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu
2020 J jnl
Few-Shot Generative Conversational Query Rewriting.
CoRR
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu