Yujia Zhou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 41

Top Topics

Personalized Search

Internal States

Document Identifiers

Top Venues

Publications

Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence. ACL (Findings) (2024)
Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou
Metacognitive Retrieval-Augmented Large Language Models. CoRR (2024)
Weihang Su, Changyue Wang, Qingyao Ai, Yiran Hu, Zhijing Wu, Yujia Zhou, Yiqun Liu
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models. ACL (Findings) (2024)
Yujia Zhou, Qiannan Zhu, Jiajie Jin, Zhicheng Dou
Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism. CoRR (2024)
Xiaoxi Li, Yujia Zhou, Zhicheng Dou
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models. AAAI (2024)
Yutong Bai, Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
Intent-Oriented Dynamic Interest Modeling for Personalized Web Search. ACM Trans. Inf. Syst. 42 (4) (2024)
Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou
Grounding Language Model with Chunking-Free In-Context Retrieval. ACL (1) (2024)
Chenlong Deng, Zhicheng Dou, Yujia Zhou, Peitian Zhang, Kelong Mao
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements. ACL (Findings) (2024)
Yujia Zhou, Qiannan Zhu, Jiajie Jin, Zhicheng Dou
Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism. WWW (2024)
Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou
Are Long-LLMs A Necessity For Long-Context Tasks? CoRR (2024)
Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou
Grounding Language Model with Chunking-Free In-Context Retrieval. CoRR (2024)
Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou
From Matching to Generation: A Survey on Generative Information Retrieval. CoRR (2024)
Wenhan Liu, Yujia Zhou, Yutao Zhu, Zhicheng Dou
How to personalize and whether to personalize? Candidate documents decide. Knowl. Inf. Syst. 66 (9) (2024)
Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie
Information Retrieval Meets Large Language Models. WWW (Companion Volume) (2024)
Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu
Towards a Unified Language Model for Knowledge-Intensive Tasks Utilizing External Corpus. CoRR (2024)
Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou
Metacognitive Retrieval-Augmented Large Language Models. WWW (2024)
Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks. SIGIR (2024)
Weihang Su, Changyue Wang, Qingyao Ai, Yiran Hu, Zhijing Wu, Yujia Zhou, Yiqun Liu
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models. CoRR (2024)
Yujia Zhou, Jing Yao, Ledell Wu, Zhicheng Dou, Ji-Rong Wen
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence. CoRR (2024)
Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Fangchao Liu, Zhao Cao
Generative Retrieval via Term Set Generation. SIGIR (2024)
Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Zhao Cao
Term-Sets Can Be Strong Document Identifiers For Auto-Regressive Search Engines. CoRR (2023)
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
Enhancing Potential Re-Finding in Personalized Search With Hierarchical Memory Networks. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index. Mach. Intell. Res. 20 (2) (2023)
Xiaoxi Li, Yujia Zhou, Zhicheng Dou
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models. CoRR (2023)
Zihan Wang, Yujia Zhou, Yiteng Tu, Zhicheng Dou
NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR. CIKM (2023)
Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen
Incorporating Explicit Subtopics in Personalized Search. WWW (2023)
Huaying Yuan, Zhicheng Dou, Yujia Zhou, Yu Guo, Ji-Rong Wen
VILE: Block-Aware Visual Enhanced Document Retrieval. CIKM (2023)
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback. EMNLP (2023)
Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen
PSLOG: Pretraining with Search Logs for Document Ranking. KDD (2023)
Chenlong Deng, Yujia Zhou, Zhicheng Dou
Improving Personalized Search with Dual-Feedback Network. WSDM (2022)
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Peitian Zhang, Ji-Rong Wen
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer. CoRR (2022)
Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking. CoRR (2022)
Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking. WWW (2022)
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index. CoRR (2022)
Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen
Group based Personalized Search by Integrating Search Behaviour and Friend Network. SIGIR (2021)
Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen
Group based Personalized Search by Integrating Search Behaviour and Friend Network. CoRR (2021)
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling. CoRR (2021)
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling. CIKM (2021)
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
Encoding History with Context-aware Representation Learning for Personalized Search. SIGIR (2020)
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
Enhancing Re-finding Behavior with External Memories for Personalized Search. WSDM (2020)