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2024
Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training
Haonan Chen, Zhicheng Dou, Xuetong Hao, Yunhao Tao, Shiren Song, Zhenli Sheng
KDD 2024 ADS
·
25 Aug 2024
·
doi:10.1145/3637528.3671513
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, Zhicheng Dou
ACL 2024
·
11 Aug 2024
·
doi:10.18653/v1/2024.acl-long.154
Small Models, Big Insights: Leveraging Slim Proxy Models to Decide When and What to Retrieve for LLMs
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen
ACL 2024
·
11 Aug 2024
·
doi:10.18653/v1/2024.acl-long.242
Grounding Language Model with Chunking-Free In-Context Retrieval
Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou
ACL 2024
·
11 Aug 2024
·
doi:10.18653/v1/2024.acl-long.71
A Multi-Task Embedder For Retrieval Augmented LLMs
Peitian Zhang, Shitao Xiao, Zheng Liu, Zhicheng Dou, Jian-Yun Nie
ACL 2024
·
11 Aug 2024
·
doi:10.18653/v1/2024.acl-long.194
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
Haonan Chen, Zhicheng Dou, Kelong Mao, Jiongnan Liu, Ziliang Zhao
ACL 2024
·
11 Aug 2024
·
doi:10.18653/v1/2024.acl-long.149
Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding
Yiruo Cheng, Kelong Mao, Zhicheng Dou
ACL 2024
·
11 Aug 2024
·
doi:10.18653/v1/2024.acl-long.159
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence
Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou
ACL 2024 Findings
·
11 Aug 2024
·
doi:10.18653/v1/2024.findings-acl.42
An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements
Chenlong Deng, Zhicheng Dou, Yujia Zhou, Peitian Zhang, Kelong Mao
ACL 2024 Findings
·
11 Aug 2024
·
doi:10.18653/v1/2024.findings-acl.139
Towards Effective and Efficient Continual Pre-training of Large Language Models
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, …, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
arXiv
·
26 Jul 2024
·
arxiv:2407.18743
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu
SIGIR 2024
·
14 Jul 2024
·
doi:10.1145/3626772.3657778
Generative Retrieval via Term Set Generation
Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Fangchao Liu, Zhao Cao
SIGIR 2024
·
14 Jul 2024
·
doi:10.1145/3626772.3657797
JDivPS: A Diversified Product Search Dataset
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Xubo Qin, Pengchao Cheng, Jiangxu Wu, Hao Wang
SIGIR 2024 Resource
·
14 Jul 2024
·
doi:10.1145/3626772.3657888
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
Chenlong Deng, Kelong Mao, Yuyao Zhang, Zhicheng Dou
arXiv
·
02 Jul 2024
·
arxiv:2407.01964
YuLan: An Open-source Large Language Model
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, …, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
arXiv
·
28 Jun 2024
·
arxiv:2406.19853
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
Guanting Dong, Yutao Zhu, Chenghao Zhang, Zechen Wang, Zhicheng Dou, Ji-Rong Wen
arXiv
·
26 Jun 2024
·
arxiv:2406.18676
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task
Wenhan Liu, Yutao Zhu, Zhicheng Dou
arXiv
·
24 Jun 2024
·
arxiv:2406.16332
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation
Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu, Zhicheng Dou
arXiv
·
18 Jun 2024
·
arxiv:2406.12566
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation
Shuting Wang, Jiongnan Liu, Shiren Song, Jiehan Cheng, Yuqi Fu, Peidong Guo, Kun Fang, Yutao Zhu, Zhicheng Dou
arXiv
·
09 Jun 2024
·
arxiv:2406.05654
ROGER: Ranking-oriented Generative Retrieval
Yujia Zhou, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen
ACM TOIS
·
03 Jun 2024
·
doi:10.1145/3603167
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
arXiv
·
30 May 2024
·
arxiv:2405.19670
How to personalize and whether to personalize? Candidate documents decide
Wenhan Liu, Yujia Zhou, Yutao Zhu, Zhicheng Dou
KAIS
·
27 May 2024
·
doi:10.1007/s10115-024-02138-y
Compressing Lengthy Context With UltraGist
Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou
arXiv
·
26 May 2024
·
arxiv:2405.16635
Are Long-LLMs A Necessity For Long-Context Tasks?
Hongjin Qian, Zheng Liu, Peitian Zhang, Kelong Mao, Yujia Zhou, Xu Chen, Zhicheng Dou
arXiv
·
24 May 2024
·
arxiv:2405.15318
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Jiajie Jin, Yutao Zhu, Xinyu Yang, Chenghao Zhang, Zhicheng Dou
arXiv
·
22 May 2024
·
arxiv:2405.13576
Passage-aware Search Result Diversification
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
ACM TOIS
·
13 May 2024
·
doi:10.1145/3653672
Information Retrieval Meets Large Language Models
Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie
TheWebConf 2024
·
13 May 2024
·
doi:10.1145/3589335.3641299
Mining Exploratory Queries for Conversational Search
Wenhan Liu, Ziliang Zhao, Yutao Zhu, Zhicheng Dou
TheWebConf 2024
·
13 May 2024
·
doi:10.1145/3589334.3645424
Generating Multi-turn Clarification for Web Information Seeking
Ziliang Zhao, Zhicheng Dou
TheWebConf 2024
·
13 May 2024
·
doi:10.1145/3589334.3645712
Metacognitive Retrieval-Augmented Large Language Models
Yujia Zhou, Zheng Liu, Jiajie Jin, Jian-Yun Nie, Zhicheng Dou
TheWebConf 2024
·
13 May 2024
·
doi:10.1145/3589334.3645481
Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism
Yujia Zhou, Qiannan Zhu, Jiajie Jin, Zhicheng Dou
TheWebConf 2024
·
13 May 2024
·
doi:10.1145/3589334.3645482
Extending Llama-3’s Context Ten-Fold Overnight
Peitian Zhang, Ninglu Shao, Zheng Liu, Shitao Xiao, Hongjin Qian, Qiwei Ye, Zhicheng Dou
arXiv
·
30 Apr 2024
·
arxiv:2404.19553
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models
Qi Liu, Gang Guo, Jiaxin Mao, Zhicheng Dou, Ji-Rong Wen, Hao Jiang, Xinyu Zhang, Zhao Cao
ACM TOIS
·
29 Apr 2024
·
doi:10.1145/3639818
Multi-grained Document Modeling for Search Result Diversification
Zhirui Deng, Zhicheng Dou, Zhan Su, Ji-Rong Wen
ACM TOIS
·
27 Apr 2024
·
doi:10.1145/3652852
From Matching to Generation: A Survey on Generative Information Retrieval
Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou
arXiv
·
23 Apr 2024
·
arxiv:2404.14851
CL4DIV: A Contrastive Learning Framework for Search Result Diversification
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
ACM TOIS
·
04 Mar 2024
·
doi:10.1145/3616855.3635851
Query-Aware Explainable Product Search With Reinforcement Knowledge Graph Reasoning
Qiannan Zhu, Haobo Zhang, Qing He, Zhicheng Dou
IEEE TKDE
·
01 Mar 2024
·
doi:10.1109/TKDE.2023.3297331
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
arXiv
·
22 Feb 2024
·
arxiv:2402.14690
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models
Xiaoxi Li, Yujia Zhou, Zhicheng Dou
AAAI 2024
·
20 Feb 2024
·
arxiv:2312.11036
Intent-oriented Dynamic Interest Modeling for Personalized Web Search
Yutong Bai, Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
ACM TOIS
·
09 Feb 2024
·
doi:10.1145/3639817
Integrated Personalized and Diversified Search Based on Search Logs
Jiongnan Liu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
IEEE TKDE
·
01 Feb 2024
·
doi:10.1109/TKDE.2023.3291006
Session-level Normalization and Click-through Data Enhancement for Session-based Evaluation
Haonan Chen, Zhicheng Dou, Jiaxin Mao
arXiv
·
23 Jan 2024
·
arxiv:2401.12445
Personalized and Diversified: Ranking Search Results in an Integrated Way
Shuting Wang, Zhicheng Dou, Jiongnan Liu, Qiannan Zhu, Ji-Rong Wen
ACM TOIS
·
22 Jan 2024
·
doi:10.1145/3631989
Soaring from 4K to 400K: Extending LLM’s Context with Activation Beacon
Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou
arXiv
·
07 Jan 2024
·
arxiv:2401.03462
2023
Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search
Kelong Mao, Zhicheng Dou, Fengran Mo, Jiewen Hou, Haonan Chen, Hongjin Qian
EMNLP 2023 Findings
·
01 Dec 2023
·
doi:10.18653/v1/2023.findings-emnlp.86
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval
Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jing Yao
EMNLP 2023
·
01 Dec 2023
·
doi:10.18653/v1/2023.emnlp-main.116
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
EMNLP 2023
·
01 Dec 2023
·
doi:10.18653/v1/2023.emnlp-main.768
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm
Yujia Zhou, Jing Yao, Ledell Wu, Zhicheng Dou, Ji-Rong Wen
IEEE TKDE
·
15 Nov 2023
·
doi:10.1109/TKDE.2023.3332858
DeepQFM: a deep learning based query facets mining method
Zhirui Deng, Zhicheng Dou, Ji-Rong Wen
IR Journal
·
30 Oct 2023
·
doi:10.1007/s10791-023-09427-0
VILE: Block-Aware Visual Enhanced Document Retrieval
Huaying Yuan, Zhicheng Dou, Yujia Zhou, Yu Guo, Ji-Rong Wen
CIKM 2023
·
21 Oct 2023
·
doi:10.1145/3583780.3615107
NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR
Zihan Wang, Yujia Zhou, Yiteng Tu, Zhicheng Dou
CIKM 2023
·
21 Oct 2023
·
doi:10.1145/3583780.3614993
Retrieve Anything To Augment Large Language Models
Peitian Zhang, Shitao Xiao, Zheng Liu, Zhicheng Dou, Jian-Yun Nie
arXiv
·
11 Oct 2023
·
arxiv:2310.07554
Case Retrieval for Legal Judgment Prediction in Legal Artificial Intelligence
Han Zhang, Zhicheng Dou
CCL 2023
·
20 Sep 2023
·
doi:10.1007/978-981-99-6207-5_27
Learning on Structured Documents for Conditional Question Answering
Zihan Wang, Hongjin Qian, Zhicheng Dou
CCL 2023
·
20 Sep 2023
·
doi:10.1007/978-981-99-6207-5_3
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection
Hongjin Qian, Zhicheng Dou, Jiejun Tan, Haonan Chen, Haoqi Gu, Ruofei Lai, Xinyu Zhang, Zhao Cao, Ji-Rong Wen
arXiv
·
30 Aug 2023
·
arxiv:2308.15711
Large Language Models for Information Retrieval: A Survey
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Haonan Chen, Zhicheng Dou, Ji-Rong Wen
arXiv
·
14 Aug 2023
·
arxiv:2308.07107
Improving Search Clarification with Structured Information Extracted from Search Results
Ziliang Zhao, Zhicheng Dou, Yu Guo, Zhao Cao, Xiaohua Cheng
KDD 2023
·
04 Aug 2023
·
doi:10.1145/3580305.3599389
Contrastive Learning for User Sequence Representation in Personalized Product Search
Shitong Dai, Jiongnan Liu, Zhicheng Dou, Haonan Wang, Lin Liu, Bo Long, Ji-Rong Wen
KDD 2023
·
04 Aug 2023
·
doi:10.1145/3580305.3599287
PSLOG: Pretraining with Search Logs for Document Ranking
Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen
KDD 2023
·
04 Aug 2023
·
doi:10.1145/3580305.3599477
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, …, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
AI Open
·
01 Aug 2023
·
doi:10.1016/j.aiopen.2023.08.001
JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions
Jiongnan Liu, Zhicheng Dou, Guoyu Tang, Sulong Xu
SIGIR 2023 Resource
·
18 Jul 2023
·
doi:10.1145/3539618.3591900
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, Zhao Cao
ACL 2023 Findings
·
01 Jul 2023
·
doi:10.18653/v1/2023.findings-acl.148
Search-oriented Conversational Query Editing
Kelong Mao, Zhicheng Dou, Bang Liu, Hongjin Qian, Fengran Mo, Xiangli Wu, Xiaohua Cheng, Zhao Cao
ACL 2023 Findings
·
01 Jul 2023
·
doi:10.18653/v1/2023.findings-acl.256
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search
Yuhang Ye, Zhonghua Li, Zhicheng Dou, Yutao Zhu, Changwang Zhang, Shangquan Wu, Zhao Cao
AAAI 2023
·
26 Jun 2023
·
doi:10.1609/aaai.v37i4.25607
RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit
Jiongnan Liu, Jiajie Jin, Zihan Wang, Jiehan Cheng, Zhicheng Dou, Ji-Rong Wen
arXiv
·
08 Jun 2023
·
arxiv:2306.05212
Term-Sets Can Be Strong Document Identifiers For Auto-Regressive Search Engines
Peitian Zhang, Zheng Liu, Yujia Zhou, Zhicheng Dou, Zhao Cao
arXiv
·
23 May 2023
·
arxiv:2305.13859
Incorporating Explicit Subtopics in Personalized Search
Shuting Wang, Zhicheng Dou, Jing Yao, Yujia Zhou, Ji-Rong Wen
WWW 2023
·
30 Apr 2023
·
doi:10.1145/3543507.3583488
Learning Denoised and Interpretable Session Representation for Conversational Search
Kelong Mao, Hongjin Qian, Fengran Mo, Zhicheng Dou, Bang Liu, Xiaohua Cheng, Zhao Cao
WWW 2023
·
30 Apr 2023
·
doi:10.1145/3543507.3583265
Contrastive Learning for Legal Judgment Prediction
Han Zhang, Zhicheng Dou, Yutao Zhu, Ji-rong Wen
ACM TOIS
·
21 Apr 2023
·
doi:10.1145/3580489
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, Ji-Rong Wen
arXiv
·
10 Apr 2023
·
arxiv:2304.04358
GDESA: Greedy Diversity Encoder with Self-Attention for Search Results Diversification
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
ACM TOIS
·
03 Apr 2023
·
doi:10.1145/3544103
Enhancing Potential Re-finding in Personalized Search with Hierarchical Memory Networks
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
IEEE TKDE
·
01 Apr 2023
·
doi:10.1109/TKDE.2021.3126066
Topic-Enhanced Personalized Retrieval-Based Chatbot
Hongjin Qian, Zhicheng Dou
ECIR 2023
·
17 Mar 2023
·
doi:10.1007/978-3-031-28238-6_6
Heterogeneous Graph based Context-aware Document Ranking
Shuting Wang, Zhicheng Dou, Yutao Zhu
WSDM 2023
·
27 Feb 2023
·
doi:10.1145/3539597.3570390
Cognition-aware Knowledge Graph Reasoning for Explainable Recommendation
Qingyu Bing, Qiannan Zhu, Zhicheng Dou
WSDM 2023
·
27 Feb 2023
·
doi:10.1145/3539597.3570391
CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection
Jing Yao, Zheng Liu, Junhan Yang, Zhicheng Dou, Xing Xie, Ji-rong Wen
ACM TIST
·
16 Feb 2023
·
doi:10.1145/3573204
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Yu Wu, Ji-rong Wen
Machine Intelligence Research
·
11 Jan 2023
·
doi:10.1007/s11633-022-1373-9
Integrating Representation and Interaction for Context-aware Document Ranking
Haonan Chen, Zhicheng Dou, Qiannan Zhu, Xiaochen Zuo, Ji-Rong Wen
ACM TOIS
·
10 Jan 2023
·
doi:10.1145/3529955
2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma
EMNLP 2022 Findings
·
01 Dec 2022
·
doi:10.18653/v1/2022.findings-emnlp.73
Explicit Query Rewriting for Conversational Dense Retrieval
Hongjin Qian, Zhicheng Dou
EMNLP 2022
·
01 Dec 2022
·
doi:10.18653/v1/2022.emnlp-main.311
ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval
Kelong Mao, Zhicheng Dou, Hongjin Qian, Fengran Mo, Xiaohua Cheng, Zhao Cao
EMNLP 2022
·
01 Dec 2022
·
doi:10.18653/v1/2022.emnlp-main.190
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen
CIKM 2022
·
17 Oct 2022
·
doi:10.1145/3511808.3557310
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, Zhicheng Dou
CIKM 2022
·
17 Oct 2022
·
doi:10.1145/3511808.3557328
Looking Back on the Past: Active Learning with Historical Evaluation Results
Jing Yao, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
IEEE TKDE
·
01 Oct 2022
·
doi:10.1109/TKDE.2020.3045816
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, …, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu
COLING 2022
·
01 Oct 2022
·
arXiv:2208.09129
Knowledge Enhanced Search Result Diversification
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
KDD 2022
·
14 Aug 2022
·
doi:10.1145/3534678.3539459
Generating Clarifying Questions with Web Search Results
Ziliang Zhao, Zhicheng Dou, Jiaxin Mao, Ji-Rong Wen
SIGIR 2022
·
07 Jul 2022
·
doi:10.1145/3477495.3531981
Webformer: Pre-training with Web Pages for Information Retrieval
Yu Guo, Zhengyi Ma, Jiaxin Mao, Hongjin Qian, Xinyu Zhang, Hao Jiang, Zhao Cao, Zhicheng Dou
SIGIR 2022
·
07 Jul 2022
·
doi:10.1145/3477495.3532086
Curriculum Contrastive Context Denoising for Few-shot Conversational Dense Retrieval
Kelong Mao, Zhicheng Dou, Hongjin Qian
SIGIR 2022
·
07 Jul 2022
·
doi:10.1145/3477495.3531961
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
NAACL 2022
·
01 Jul 2022
·
doi:10.18653/v1/2022.naacl-main.426
A Gain-Tuning Dynamic Negative Sampler for Recommendation
Qiannan Zhu, Haobo Zhang, Qing He, Zhicheng Dou
WWW 2022
·
25 Apr 2022
·
doi:10.1145/3485447.3511956
A Category-aware Multi-interest Model for Personalized Product Search
Jiongnan Liu, Zhicheng Dou, Qiannan Zhu, Ji-Rong Wen
WWW 2022
·
25 Apr 2022
·
doi:10.1145/3485447.3511964
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking
Yujia Zhou, Zhicheng Dou, Huaying Yuan, Zhengyi Ma
WWW 2022
·
25 Apr 2022
·
doi:10.1145/3485447.3511962
Leveraging Narrative to Generate Movie Script
Yutao Zhu, Ruihua Song, Jian-Yun Nie, Pan Du, Zhicheng Dou, Jin Zhou
ACM TOIS
·
09 Mar 2022
·
doi:10.1145/3507356
Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking
Chengzhen Fu, Enrui Hu, Letian Feng, Zhicheng Dou, Yantao Jia, Lei Chen, Pan Yu, Zhao Cao
WSDM 2022
·
15 Feb 2022
·
doi:10.1145/3488560.3498412
Improving Personalized Search with Dual-Feedback Network
Chenlong Deng, Yujia Zhou, Zhicheng Dou
WSDM 2022
·
15 Feb 2022
·
doi:10.1145/3488560.3498447
Improving Session Search by Modeling Multi-Granularity Historical Query Change
Xiaochen Zuo, Zhicheng Dou, Ji-Rong Wen
WSDM 2022
·
15 Feb 2022
·
doi:10.1145/3488560.3498415
2021
Clarifying Ambiguous Keywords with Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou, Ji-Rong Wen
ACM
·
22 Nov 2021
·
doi:10.1145/3470564
Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder
Shuqi Lu, Chenyan Xiong, Di He, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk
EMNLP 2021
·
01 Nov 2021
·
doi:10.18653/v1/2021.emnlp-main.220
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, Hao Jiang
CIKM 2021
·
30 Oct 2021
·
doi:10.1145/3459637.3482243
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need
Zhengyi Ma, Zhicheng Dou, Wei Xu, Xinyu Zhang, Hao Jiang, Zhao Cao, Ji-Rong Wen
CIKM 2021
·
30 Oct 2021
·
doi:10.1145/3459637.3482286
USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence
Jing Yao, Zhicheng Dou, Ruobing Xie, Yanxiong Lu, Zhiping Wang, Ji-Rong Wen
CIKM 2021
·
30 Oct 2021
·
doi:10.1145/3459637.3482489
Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen
CIKM 2021
·
30 Oct 2021
·
doi:10.1145/3459637.3482269
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
CIKM 2021
·
30 Oct 2021
·
doi:10.1145/3459637.3482379
Interaction-Based Document Matching for Implicit Search Result Diversification
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
CCIR 2021
·
05 Oct 2021
·
doi:10.1007/978-3-030-88189-4_1
Few-Shot Charge Prediction with Multi-grained Features and Mutual Information
Han Zhang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
CCL 2021
·
01 Aug 2021
·
doi:10.1007/978-3-030-84186-7_26
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
SIGIR 2021
·
11 Jul 2021
·
doi:10.1145/3404835.3463011
Answer Complex Questions: Path Ranker Is All You Need
Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, …, Yantao Jia, Pan Yu, Zhao Cao, Zhicheng Dou, Lei Chen
SIGIR 2021
·
11 Jul 2021
·
doi:10.1145/3404835.3462942
Pchatbot: A Large-Scale Dataset for Personalized Chatbot
Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
SIGIR 2021 Resource
·
11 Jul 2021
·
doi:10.1145/3404835.3463239
Group based Personalized Search by Integrating Search Behaviour and Friend Network
Yujia Zhou, Zhicheng Dou, Bingzheng Wei, Ruobing Xie, Ji-Rong Wen
SIGIR 2021
·
11 Jul 2021
·
doi:10.1145/3404835.3462918
Modeling Intent Graph for Search Result Diversification
Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, Ji-Rong Wen
SIGIR 2021
·
11 Jul 2021
·
doi:10.1145/3404835.3462872
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
SIGIR 2021
·
11 Jul 2021
·
doi:10.1145/3404835.3462828
WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training
Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, …, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen
arxiv
·
08 Jul 2021
·
arxiv:2103.0656
FedPS: A Privacy Protection Enhanced Personalized Search Framework
Jing Yao, Zhicheng Dou, Ji-Rong Wen
TheWebConf 2021
·
03 Jun 2021
·
doi:10.1145/3442381.3449936
Neural Sentence Ordering Based on Constraint Graphs
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
AAAI 2021
·
18 May 2021
·
doi:10.1609/aaai.v35i16.17722
RLPS: A Reinforcement Learning based Framework for Personalized Search
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
ACM TOIS
·
05 May 2021
·
doi:10.1145/3446617
Content Selection Network for Document-grounded Retrieval-based Chatbots
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
ECIR 2021
·
27 Mar 2021
·
doi:10.1007/978-3-030-72113-8_50
2020
Diversifying Search Results using Self-Attention Network
Xubo Qin, Zhicheng Dou, Ji-Rong Wen
CIKM 2020
·
19 Oct 2020
·
doi:10.1145/3340531.3411914
PSTIE: Time Information Enhanced Personalized Search
Zhengyi Ma, Zhicheng Dou, Guanyue Bian, Ji-Rong Wen
CIKM 2020
·
19 Oct 2020
·
doi:10.1145/3340531.3411877
Information Retrieval: A View from the Chinese IR Community
Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou, Jiafeng Guo, …, Ji-Rong Wen, Jun Xu, Min Zhang, Peng Zhang, Qi Zhang
Frontiers in Computer Science
·
29 Sep 2020
·
doi:10.1007/s11704-020-9159-0
Knowledge Enhanced Personalized Search
Shuqi Lu, Zhicheng Dou, Chenyan Xiong, Xiaojie Wang, Ji-Rong Wen
SIGIR 2020
·
25 Jul 2020
·
doi:10.1145/3397271.3401089
DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features
Jiongnan Liu, Zhicheng Dou, Xiaojie Wang, Shuqi Lu, Ji-Rong Wen
SIGIR 2020
·
25 Jul 2020
·
doi:10.1145/3397271.3401084
Encoding History with Context-aware Representation Learning for Personalized Search
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
SIGIR 2020
·
25 Jul 2020
·
doi:10.1145/3397271.3401175
Employing Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou, Ji-Rong Wen
SIGIR 2020
·
25 Jul 2020
·
doi:10.1145/3397271.3401153
ScriptWriter: Narrative-Guided Script Generation
Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, Jin Zhou
ACL 2020
·
05 Jul 2020
·
doi:10.18653/v1/2020.acl-main.765
RLPer: A Reinforcement Learning Model for Personalized Search
Jing Yao, Zhicheng Dou, Jun Xu, Ji-Rong Wen
TheWebConf 2020
·
20 Apr 2020
·
doi:10.1145/3366423.3380294
Leveraging Multi-token Entities in Document-level Named Entity Recognition
Anwen Hu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
AAAI 2020
·
03 Apr 2020
·
doi:10.1609/aaai.v34i05.6304
Enhancing Re-finding Behavior with External Memories for Personalized Search
Yujia Zhou, Zhicheng Dou, Ji-Rong Wen
WSDM 2020
·
22 Jan 2020
·
doi:10.1145/3336191.3371794
2019
ReBoost: A Retrieval-Boosted Sequence-to-Sequence Model for Neural Response Generation
Yutao Zhu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
IRJ
·
23 Sep 2019
·
doi:10.1007/s10791-019-09364-x
Document-Level Named Entity Recognition by Incorporating Global and Neighbor Features
Anwen Hu, Zhicheng Dou, Ji-Rong Wen
CCIR
·
18 Sep 2019
·
doi:10.1007/978-3-030-31624-2_7
PSGAN: A Minimax Game for Personalized Search with Limited and Noisy Click Data
Shuqi Lu, Zhicheng Dou, Xu Jun, Jian-Yun Nie, Ji-Rong Wen
SIGIR 2019
·
18 Jul 2019
·
doi:10.1145/3331184.3331218
Low-cost, bottom-up measures for evaluating search result diversification
Zhicheng Dou, Xue Yang, Diya Li, Ji-Rong Wen, Tetsuya Sakai
IRJ
·
20 Apr 2019
·
doi:10.1007/s10791-019-09356-x
2018
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention
Songwei Ge, Zhicheng Dou, Zhengbao Jiang, Jian-Yun Nie, Ji-Rong Wen
CIKM 2018
·
17 Oct 2018
·
doi:10.1145/3269206.3271728
Supervised Search Result Diversification via Subtopic Attention
Zhengbao Jiang, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue, Ji-Rong Wen
IEEE TKDE
·
01 Oct 2018
·
doi:10.1109/TKDE.2018.2810873
Search Result Diversity Evaluation Based on Intent Hierarchies
Xiao-Jie Wang, Ji-Rong Wen, Zhicheng Dou, Tetsuya Sakai, Rui Zhang
IEEE TKDE
·
01 Jan 2018
·
doi:10.1109/TKDE.2017.2729559
2017
Learning to Diversify Search Results via Subtopic Attention
Zhengbao Jiang, Ji-Rong Wen, Zhicheng Dou, Wayne Xin Zhao, Jian-Yun Nie, Ming Yue
SIGIR 2017
·
07 Aug 2017
·
doi:10.1145/3077136.3080805
Generating Query Facets Using Knowledge Bases
Zhengbao Jiang, Zhicheng Dou, Ji-Rong Wen
IEEE TKDE
·
01 Feb 2017
·
doi:10.1109/TKDE.2016.2623782
2016
Information Retrieval Technology
Shaoping Ma, Ji-Rong Wen, Yiqun Liu, Zhicheng Dou, Min Zhang, Yi Chang, Xin Zhao
AIRS 2016
·
30 Nov 2016
·
doi:10.1007/978-3-319-48051-0
Following the Dynamic Block on the Web
Sha Hu, Ji-Rong Wen, Zhicheng Dou, Shuo Shang
WWW journal
·
01 Nov 2016
·
doi:10.1007/s11280-015-0374-9
Evaluating Search Result Diversity using Intent Hierarchies
Xiaojie Wang, Zhicheng Dou, Tetsuya Sakai, Ji-Rong Wen
SIGIR 2016
·
07 Jul 2016
·
doi:10.1145/2911451.2911497
Automatically Mining Facets for Queries from Their Search Results
Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song
IEEE TKDE
·
01 Feb 2016
·
doi:10.1109/TKDE.2015.2475735
2015
Search Result Diversification Based on Hierarchical Intents
Sha Hu, Zhicheng Dou, Xiaojie Wang, Tetsuya Sakai, Ji-Rong Wen
CIKM 2015
·
17 Oct 2015
·
doi:10.1145/2806416.2806455
Search Result Diversification Based on Query Facets
Sha Hu, Zhicheng Dou, Xiao-Jie Wang, Ji-Rong Wen
JCST
·
08 Jul 2015
·
doi:10.1007/s11390-015-1567-5
Content-based Collaborative Filtering for News Topic Recommendation
Zhongqi Lu, Zhicheng Dou, Xing Xie, Jianxun Lian, Qiang Yang
AAAI 2015
·
25 Jan 2015
·
doi:10.1609/aaai.v29i1.9183