2023

Large Language Models for Information Retrieval: A Survey
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Zhicheng Dou, and Ji-Rong Wen
ArXiv

Learning to Relate to Previous Turns in Conversational Search
Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, and Yang Liu
KDD 2023

ConvGQR: Generative Query Reformulation for Conversational Search
Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, and Jian-Yun Nie
ACL 2023

Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning
Yongkang Wu, Meng Han, Yutao Zhu, Lei Li, Xinyu Zhang, Ruofei Lai, Xiaoguang Li, Yuanhang Ren, Zhicheng Dou, and Zhao Cao
Findings of ACL 2023

WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus
Hongjing Qian, Yutao Zhu, Zhicheng Dou, Haoqi Gu, Xinyu Zhang, Zheng Liu, Ruofei Lai, Zhao Cao, Jian-Yun Nie, and Ji-Rong Wen
ArXiv

Contrastive Learning for Legal Judgment Prediction
Han Zhang, Zhicheng Dou, Yutao Zhu, and Ji-Rong Wen
TOIS

Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search
Yuhang Ye, Zhonghua Li, Zhicheng Dou, Yutao Zhu, Changwang Zhang, Shangquan Wu, and Zhao Cao
AAAI 2023

A Text-guided Protein Design Framework
Shengchao Liu, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Anthony Gitter, Chaowei Xiao, Jian Tang, Hongyu Guo, and Anima Anandkumar
ArXiv

Heterogeneous Graph-based Context-aware Document Ranking
Shuting Wang, Zhicheng Dou, and Yutao Zhu
WSDM 2023

2022

MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, and Zhengyi Ma
Findings of EMNLP 2022

Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, and Xipeng Qiu
COLING 2022

From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, and Zhicheng Dou
CIKM 2022

Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, and Ji-Rong Wen
CIKM 2022

GDESA: Greedy Diversity Encoder with Self-Attention for Search Results Diversification
Xubo Qin, Zhicheng Dou, Yutao Zhu, and Ji-Rong Wen
TOIS

Knowledge Enhanced Search Result Diversification
Zhan Su, Zhicheng Dou, Yutao Zhu, and Ji-Rong Wen
KDD 2022

Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, and Ji-Rong Wen
NAACL-HLT 2022

Leveraging Narrative to Generate Movie Script
Yutao Zhu, Ruihua Song, Jian-Yun Nie, Pan Du, Zhicheng Dou, and Jin Zhou
TOIS

2021

Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking
Yutao Zhu, Jian-Yun Nie, Zhicheng Dou, Zhengyi Ma, Xinyu Zhang, Pan Du, Xiaochen Zuo, and Hao Jiang
CIKM 2021

PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling
Yujia Zhou, Zhicheng Dou, Yutao Zhu, and Ji-Rong Wen
CIKM 2021

Learning Implicit User Profile for Personalized Retrieval-Based Chatbot
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, and Ji-Rong Wen
CIKM 2021

Interaction-Based Document Matching for Implicit Search Result Diversification
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
CCIR 2021, Best Paper Award

Graph Neural Collaborative Topic Model for Citation Recommendation
Qianqian Xie, Yutao Zhu, Jimin Huang, Pan Du, and Jian-Yun Nie
TOIS

Few-Shot Charge Prediction with Multi-grained Features and Mutual Information
Han Zhang, Zhicheng Dou, Yutao Zhu, and Ji-Rong Wen
CCL 2021

Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, and Zhicheng Dou
SIGIR 2021 (Short)

Modeling Intent Graph for Search Result Diversification
Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, and Ji-Rong Wen
SIGIR 2021

One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, and Ji-Rong Wen
SIGIR 2021

Pchatbot: A Large-Scale Dataset for Personalized Chatbot [Code]
Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, and Ji-Rong Wen
SIGIR 2021 (Resource)

Content Selection Network for Document-grounded Retrieval-based Chatbots
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, and Zhicheng Dou
ECIR 2021

Neural Sentence Ordering Based on Constraint Graphs
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, and Zhicheng Dou
AAAI 2021

2020

S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, and Ji-Rong Wen
CIKM 2020

ScriptWriter: Narrative-Guided Script Generation
Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, and Jin Zhou
ACL 2020

Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, and Jingsong Yu
PAKDD 2020

2019

ReBoost: A Retrieval-Boosted Sequence-to-SequenceModel for Neural Response Generation
Yutao Zhu, Zhicheng Dou, Jian-Yun Nie, and Ji-Rong Wen
Information Retrieval Journal

Deep Cross-platform Product Matching in E-commerce
Juan Li, Zhicheng Dou, Yutao Zhu, Xiaochen Zuo, and Ji-Rong Wen
Information Retrieval Journal

A Hybrid Framework of Emotion-Aware Seq2Seq Model for Emotional Conversation Generation
Xiaohe Li, Jiaqing Liu, Weihao Zheng, Xiangbo Wang, Yutao Zhu, and Zhicheng Dou
NTCIR 2019

2018

An Attribute-aware Neural Attentive Model for Next Basket Recommendation
Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, and Ji-Rong Wen
SIGIR 2018 (Short)