Chenyan Xiong

According to our database, Chenyan Xiong authored at least 115 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression.

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yukun Yan, Shuo Wang, Ge Yu

CoRR, 2024

Cleaner Pretraining Corpus Curation with Neural Web Scraping.

Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Chenyan Xiong, Ge Yu

CoRR, 2024

ActiveRAG: Revealing the Treasures of Knowledge via Active Learning.

Zhipeng Xu, Zhenghao Liu, Yibin Liu, Chenyan Xiong, Yukun Yan, Shuo Wang, Shi Yu, Zhiyuan Liu, Ge Yu

CoRR, 2024

ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance.

Liwen Sun, Abhineet Agarwal, Aaron Kornblith, Bin Yu, Chenyan Xiong

CoRR, 2024

2023

Neural Approaches to Conversational Information Retrieval

Jianfeng Gao, Chenyan Xiong, Paul Bennett, Nick Craswell

The Information Retrieval Series 44, Springer, ISBN: 978-3-031-23079-0, 2023

An In-depth Look at Gemini's Language Abilities.

Syeda Nahida Akter, Zichun Yu, Aashiq Muhamed, Tianyue Ou, Alex Bäuerle, Ángel Alexander Cabrera, Krish Dholakia, Chenyan Xiong, Graham Neubig

CoRR, 2023

Distributionally Robust Unsupervised Dense Retrieval Training on Web Graphs.

Peixuan Han, Zhenghao Liu, Zhiyuan Liu, Chenyan Xiong

CoRR, 2023

Unlock Multi-Modal Capability of Dense Retrieval via Visual Module Plugin.

Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu

CoRR, 2023

Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model.

Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

CoRR, 2023

Improving Multitask Retrieval by Promoting Task Specialization.

Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk

CoRR, 2023

Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval.

Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu

CoRR, 2023

OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit.

Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Unsupervised Dense Retrieval Training with Web Anchors.

Yiqing Xie, Xiao Liu, Chenyan Xiong

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval.

Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering.

Donghan Yu, Yu Gu, Chenyan Xiong, Yiming Yang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.

Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.

Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In.

Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers.

Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, Xia Song

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

ClueWeb22: 10 Billion Web Documents with Rich Information.

Arnold Overwijk, Chenyan Xiong, Xiao Liu, Cameron VandenBerg, Jamie Callan

CoRR, 2022

COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning.

Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk

CoRR, 2022

Universal Multi-Modality Retrieval with One Unified Embedding Space.

Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Ge Yu

CoRR, 2022

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

CoRR, 2022

METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals.

Payal Bajaj, Chenyan Xiong, Guolin Ke, Xiaodong Liu, Di He, Saurabh Tiwary, Tie-Yan Liu, Paul Bennett, Xia Song, Jianfeng Gao

CoRR, 2022

Neural Approaches to Conversational Information Retrieval.

Jianfeng Gao, Chenyan Xiong, Paul Bennett, Nick Craswell

CoRR, 2022

ClueWeb22: 10 Billion Web Documents with Rich Information.

Arnold Overwijk, Chenyan Xiong, Jamie Callan

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

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

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

Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators.

Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul N. Bennett, Jiawei Han, Xia Song

Proceedings of the Tenth International Conference on Learning Representations, 2022

COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning.

Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives.

Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder.

Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations.

Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation.

Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III

CoRR, 2021

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

CoRR, 2021

OpenMatch: An Open-Source Package for Information Retrieval.

Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu

CoRR, 2021

TREC CAsT 2021: The Conversational Assistance Track Overview.

Jeffrey Dalton, Chenyan Xiong, Jamie Callan

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Few-Shot Conversational Dense Retrieval.

Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

OpenMatch: An Open Source Library for Neu-IR Research.

Zhenghao Liu, Kaitao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Capturing Global Informativeness in Open Domain Keyphrase Extraction.

Si Sun, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Jie Bao

Proceedings of the Natural Language Processing and Chinese Computing, 2021

COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining.

Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval.

Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature.

Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

More Robust Dense Retrieval with Contrastive Dual Learning.

Yizhi Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval.

Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul N. Bennett, Junaid Ahmed, Arnold Overwijk

Proceedings of the 9th International Conference on Learning Representations, 2021

Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation.

Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling.

Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann A. Copestake

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder.

Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tie-Yan Liu, Arnold Overwijk

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Contrastive Multi-document Question Generation.

Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback.

HongChien Yu, Chenyan Xiong, Jamie Callan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision.

Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Data Augmentation for Abstractive Query-Focused Multi-Document Summarization.

Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

SIGIR Forum, 2020

Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision.

Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett

CoRR, 2020

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.

Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett

CoRR, 2020

Proceedings of the KG-BIAS Workshop 2020 at AKBC 2020.

Edgar Meij, Tara Safavi, Chenyan Xiong, Gianluca Demartini, Miriam Redi, Fatma Özcan

CoRR, 2020

Knowledge-Aware Language Model Pretraining.

Corby Rosset, Chenyan Xiong, Minh Phan, Xia Song, Paul N. Bennett, Saurabh Tiwary

CoRR, 2020

Joint Keyphrase Chunking and Salience Ranking with BERT.

Si Sun, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Jie Bao

CoRR, 2020

TREC CAsT 2019: The Conversational Assistance Track Overview.

Jeffrey Dalton, Chenyan Xiong, Jamie Callan

CoRR, 2020

Complex Factoid Question Answering with a Free-Text Knowledge Graph.

Chen Zhao, Chenyan Xiong, Xin Qian, Jordan L. Boyd-Graber

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Selective Weak Supervision for Neural Information Retrieval.

Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network.

Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang, Kuansan Wang, Jiawei Han

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Leading Conversational Search by Suggesting Useful Questions.

Corbin Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul N. Bennett

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

CAsT 2020: The Conversational Assistance Track Overview.

Jeffrey Dalton, Chenyan Xiong, Jamie Callan

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

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, 2020

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, 2020

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, 2020

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, 2020

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, 2020

Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.

Wangchunshu Zhou, Jinyi Hu, Hanlin Zhang, Xiaodan Liang, Maosong Sun, Chenyan Xiong, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention.

Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul N. Bennett, Saurabh Tiwary

Proceedings of the 8th International Conference on Learning Representations, 2020

Text Classification Using Label Names Only: A Language Model Self-Training Approach.

Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling.

Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Long Document Ranking with Query-Directed Sparse Transformer.

Jyun-Yu Jiang, Chenyan Xiong, Chia-Jung Lee, Wei Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs.

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fine-grained Fact Verification with Kernel Graph Attention Network.

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Latent Relation Language Models.

Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Special issue on knowledge graphs and semantics in text analysis and retrieval.

Laura Dietz, Chenyan Xiong, Jeff Dalton, Edgar Meij

Inf. Retr. J., 2019

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator.

Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan

CoRR, 2019

Conversation Generation with Concept Flow.

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

CoRR, 2019

Kernel Graph Attention Network for Fact Verification.

Zhenghao Liu, Chenyan Xiong, Maosong Sun

CoRR, 2019

Understanding the Behaviors of BERT in Ranking.

Yifan Qiao, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

CoRR, 2019

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, 2019

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, 2019

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, 2019

Open Domain Web Keyphrase Extraction Beyond Language Modeling.

Lee Xiong, Chuan Hu, Chenyan Xiong, Daniel Campos, Arnold Overwijk

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Explore Entity Embedding Effectiveness in Entity Retrieval.

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Target-Guided Open-Domain Conversation.

Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P. Xing, Zhiting Hu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Text Representation, Retrieval, and Understanding with Knowledge Graphs.

Chenyan Xiong

SIGIR Forum, 2018

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, 2018

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, 2018

Improving Ad Hoc Retrieval With Bag Of Entities.

Gustavo Gonçalves, João Magalhães, Chenyan Xiong, Jamie Callan

Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling.

Chenyan Xiong, Zhengzhong Liu, Jamie Callan, Tie-Yan Liu

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Consistency and Variation in Kernel Neural Ranking Model.

Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

The Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR).

Laura Dietz, Chenyan Xiong, Jeff Dalton, Edgar Meij

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Automatic Event Salience Identification.

Zhengzhong Liu, Chenyan Xiong, Teruko Mitamura, Eduard H. Hovy

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval.

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Overview of The First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR).

Laura Dietz, Chenyan Xiong, Edgar Meij

SIGIR Forum, 2017

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, 2017

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, 2017

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, 2017

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), 2017

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, 2017

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, 2017

An Evaluation of the Kernel Based Neural Ranking Model in NTCIR-13 WWW.

Zhuyun Dai, Chenyan Xiong, Jamie Callan

Proceedings of the 13th NTCIR Conference, 2017

Overview of the NTCIR-13 We Want Web Task.

Cheng Luo, Tetsuya Sakai, Yiqun Liu, Zhicheng Dou, Chenyan Xiong, Jingfang Xu

Proceedings of the 13th NTCIR Conference, 2017

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, 2017

2016

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, 2016

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, 2016

Query-Biased Partitioning for Selective Search.

Zhuyun Dai, Chenyan Xiong, Jamie Callan

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Query Expansion with Freebase.

Chenyan Xiong, Jamie Callan

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

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, 2015

2014

A language modeling approach to entity recognition and disambiguation for search queries.

Bhavana Bharat Dalvi, Chenyan Xiong, Jamie Callan

Proceedings of the ERD'14, 2014

2013

Automatic Domain Partitioning for Multi-Domain Learning.

Di Wang, Chenyan Xiong, William Yang Wang

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

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, 2012