2023

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Neural Approaches to Conversational Information Retrieval
Jianfeng Gao | Chenyan Xiong | Paul Bennett | Nick Craswell
2023 Volume 44

2022

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ClueWeb22: 10 Billion Web Documents with Rich Information
Arnold Overwijk | Chenyan Xiong | Jamie Callan
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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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
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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More Robust Dense Retrieval with Contrastive Dual Learning
Yizhi Li | Zhenghao Liu | Chenyan Xiong | Zhiyuan Liu
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021

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OpenMatch: An Open Source Library for Neu-IR Research
Zhenghao Liu | Kaitao Zhang | Chenyan Xiong | Zhiyuan Liu | Maosong Sun
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Few-Shot Conversational Dense Retrieval
Shi Yu | Zhenghao Liu | Chenyan Xiong | Tao Feng | Zhiyuan Liu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback
HongChien Yu | Chenyan Xiong | Jamie Callan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Report on the first workshop on bias in automatic knowledge graph construction at AKBC 2020
Tara Safavi | Edgar Meij | Fatma Özcan | Miriam Redi | Gianluca Demartini | Chenyan Xiong
2020 Volume 54 Issue 2

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CAsT 2020: The Conversational Assistance Track Overview
Jeffrey Dalton | Chenyan Xiong | Jamie Callan
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020

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Recent Advances in Conversational Information Retrieval
Jianfeng Gao | Chenyan Xiong | Paul Bennett
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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CAsT-19: A Dataset for Conversational Information Seeking
Jeffrey Dalton | Chenyan Xiong | Vaibhav Kumar | Jamie Callan
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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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, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Contextual Re-Ranking with Behavior Aware Transformers
Chen Qu | Chenyan Xiong | Yizhe Zhang | Corby Rosset | W. Bruce Croft | Paul N. Bennett
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Knowledge Enhanced Personalized Search
Shuqi Lu | Zhicheng Dou | Chenyan Xiong | Xiaojie Wang | Ji-Rong Wen
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Complex Factoid Question Answering with a Free-Text Knowledge Graph
Chen Zhao | Chenyan Xiong | Xin Qian | Jordan L. Boyd-Graber
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Leading Conversational Search by Suggesting Useful Questions
Corbin Rosset | Chenyan Xiong | Xia Song | Daniel Campos | Nick Craswell | Saurabh Tiwary | Paul N. Bennett
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network
Jiaming Shen | Zhihong Shen | Chenyan Xiong | Chi Wang | Kuansan Wang | Jiawei Han
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Selective Weak Supervision for Neural Information Retrieval
Kaitao Zhang | Chenyan Xiong | Zhenghao Liu | Zhiyuan Liu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Special issue on knowledge graphs and semantics in text analysis and retrieval
Laura Dietz | Chenyan Xiong | Jeff Dalton | Edgar Meij
2019 Volume 22 Issue 3-4

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Neural Document Expansion with User Feedback
Yue Yin | Chenyan Xiong | Cheng Luo | Zhiyuan Liu
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019

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An Axiomatic Approach to Regularizing Neural Ranking Models
Corby Rosset | Bhaskar Mitra | Chenyan Xiong | Nick Craswell | Xia Song | Saurabh Tiwary
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Generic Intent Representation in Web Search
Hongfei Zhang | Xia Song | Chenyan Xiong | Corby Rosset | Paul N. Bennett | Nick Craswell | Saurabh Tiwary
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

2018

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Text Representation, Retrieval, and Understanding with Knowledge Graphs
Chenyan Xiong
2018 Volume 52 Issue 2

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Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search
Zhuyun Dai | Chenyan Xiong | Jamie Callan | Zhiyuan Liu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Improving Ad Hoc Retrieval With Bag Of Entities
Gustavo Gonçalves | João Magalhães | Chenyan Xiong | Jamie Callan
Proceedings of the Twenty-Seventh Text REtrieval Conference, TREC 2018, Gaithersburg, Maryland, USA, November 14-16, 2018

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The Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR)
Laura Dietz | Chenyan Xiong | Jeff Dalton | Edgar Meij
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Consistency and Variation in Kernel Neural Ranking Model
Mary Arpita Pyreddy | Varshini Ramaseshan | Narendra Nath Joshi | Zhuyun Dai | Chenyan Xiong | Jamie Callan | Zhiyuan Liu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling
Chenyan Xiong | Zhengzhong Liu | Jamie Callan | Tie-Yan Liu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Query Suggestion with Feedback Memory Network
Bin Wu | Chenyan Xiong | Maosong Sun | Zhiyuan Liu
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Overview of The First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR)
Laura Dietz | Chenyan Xiong | Edgar Meij
2017 Volume 51 Issue 3

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Natural Language Supported Relation Matching for Question Answering with Knowledge Graphs
Hongyu Li | Chenyan Xiong | Jamie Callan
Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Shinjuku, Tokyo, Japan, August 11, 2017

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Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Shinjuku, Tokyo, Japan, August 11, 2017

Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Shinjuku, Tokyo, Japan, August 11, 2017

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Overview of the NTCIR-13 We Want Web Task
Cheng Luo | Tetsuya Sakai | Yiqun Liu | Zhicheng Dou | Chenyan Xiong | Jingfang Xu
The 13th NTCIR Conference, Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, December 5-8, 2017

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An Evaluation of the Kernel Based Neural Ranking Model in NTCIR-13 WWW
Zhuyun Dai | Chenyan Xiong | Jamie Callan
The 13th NTCIR Conference, Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, December 5-8, 2017

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The First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR)
Laura Dietz | Chenyan Xiong | Edgar Meij
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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DBpedia-Entity v2: A Test Collection for Entity Search
Faegheh Hasibi | Fedor Nikolaev | Chenyan Xiong | Krisztian Balog | Svein Erik Bratsberg | Alexander Kotov | Jamie Callan
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Word-Entity Duet Representations for Document Ranking
Chenyan Xiong | Jamie Callan | Tie-Yan Liu
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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End-to-End Neural Ad-hoc Ranking with Kernel Pooling
Chenyan Xiong | Zhuyun Dai | Jamie Callan | Zhiyuan Liu | Russell Power
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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JointSem: Combining Query Entity Linking and Entity based Document Ranking
Chenyan Xiong | Zhengzhong Liu | Jamie Callan | Eduard H. Hovy
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding
Chenyan Xiong | Russell Power | Jamie Callan
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

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Bag-of-Entities Representation for Ranking
Chenyan Xiong | Jamie Callan | Tie-Yan Liu
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, ICTIR 2016, Newark, DE, USA, September 12- 6, 2016

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An Empirical Study of Learning to Rank for Entity Search
Jing Chen | Chenyan Xiong | Jamie Callan
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Query-Biased Partitioning for Selective Search
Zhuyun Dai | Chenyan Xiong | Jamie Callan
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

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Query Expansion with Freebase
Chenyan Xiong | Jamie Callan
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015

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EsdRank: Connecting Query and Documents through External Semi-Structured Data
Chenyan Xiong | Jamie Callan
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

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A language modeling approach to entity recognition and disambiguation for search queries
Bhavana Bharat Dalvi | Chenyan Xiong | Jamie Callan
ERD'14, Proceedings of the First ACM International Workshop on Entity Recognition & Disambiguation, July 11, 2014, Gold Coast, Queensland, Australia

2012

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Relational click prediction for sponsored search
Chenyan Xiong | Taifeng Wang | Wenkui Ding | Yidong Shen | Tie-Yan Liu
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012