ChengXiang Zhai

525 papers A* 125A 80B 27C 1Misc 15Journal 147Unranked 118

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation. AAAI Yiran Liu, Zhiyi Hou, Xiaoang Xu, Shuo Wang, Huijia Wu, Kaicheng Yu, Yang Yu, ChengXiang Zhai
2026	J	`jnl`	PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents. CoRR Ke Yang, Zixi Chen, Xuan He, Jize Jiang, Michel Galley, Chenglong Wang, Jianfeng Gao, Jiawei Han, ChengXiang Zhai
2026	J	`jnl`	User Preference Modeling for Conversational LLM Agents: Weak Rewards from Retrieval-Augmented Interaction. CoRR Yuren Hao, Shuhaib Mehri, ChengXiang Zhai, Dilek Hakkani-Tür
2025	J	`jnl`	An Investigation of Robustness of LLMs in Mathematical Reasoning: Benchmarking with Mathematically-Equivalent Transformation of Advanced Mathematical Problems. CoRR Yuren Hao, Xiang Wan, ChengXiang Zhai
2025	J	`jnl`	Atomic Reasoning for Scientific Table Claim Verification. CoRR Yuji Zhang, Qingyun Wang, Cheng Qian, Jiateng Liu, Chenkai Sun, Denghui Zhang, Tarek F. Abdelzaher, ChengXiang Zhai, Preslav Nakov, Heng Ji
2025	—	`conf`	Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation. ACL (Findings) Chenkai Sun, Denghui Zhang, ChengXiang Zhai, Heng Ji
2025	J	`jnl`	Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation. CoRR Chenkai Sun, Denghui Zhang, ChengXiang Zhai, Heng Ji
2025	J	`jnl`	Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Inference. CoRR Mingyuan Wu, Jize Jiang, Haozhen Zheng, Meitang Li, Zhaoheng Li, Beitong Tian, Bo Chen, Yongjoo Park, Minjia Zhang, ChengXiang Zhai, Klara Nahrstedt
2025	A*	`conf`	Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning. EMNLP Mingyuan Wu, Jize Jiang, Haozhen Zheng, Meitang Li, Zhaoheng Li, Beitong Tian, Bo Chen, Yongjoo Park, Minjia Zhang, ChengXiang Zhai, Klara Nahrstedt
2025	J	`jnl`	Do Role-Playing Agents Practice What They Preach? Belief-Behavior Consistency in LLM-Based Simulations of Human Trust. CoRR Amogh Mannekote, Adam Davies, Guohao Li, Kristy Elizabeth Boyer, ChengXiang Zhai, Bonnie J. Dorr, Francesco Pinto
2025	J	`jnl`	ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning. CoRR Hanyang Chen, Mark Zhao, Rui Yang, Qinwei Ma, Ke Yang, Jiarui Yao, Kangrui Wang, Hao Bai, Zhenhailong Wang, Rui Pan, Mengchao Zhang, Jose A. Barreiros, Aykut Özgün Önol, ChengXiang Zhai, Heng Ji, Manling Li, Huan Zhang, Tong Zhang
2025	—	`conf`	GCVAE: A graph conditional variational autoencoder for feature dependency guided synthetic metabolomic data generation. BCB Kowshika Sarker, ChengXiang Zhai
2025	A*	`conf`	Information Retrieval for Artificial General Intelligence: A New Perspective of Information Retrieval Research. SIGIR ChengXiang Zhai
2025	A*	`conf`	InstInfo: A Just-in-Time Literature Recommendation System for Presentations. SIGIR Kevin Ros, Rahul Suresh, ChengXiang Zhai
2025	J	`jnl`	Integrating Prior Knowledge From Genome-Scale Metabolic Model With Metabolomics for Diet Assessment. IEEE Trans. Comput. Biol. Bioinform. Kowshika Sarker, Ruoqing Zhu, Hannah D. Holscher, ChengXiang Zhai
2025	J	`jnl`	Interactive Information Need Prediction with Intent and Context. CoRR Kevin Ros, Dhyey Pandya, ChengXiang Zhai
2025	J	`jnl`	JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation. CoRR Ke Yang, Kevin Ros, Shankar Kumar Senthil Kumar, ChengXiang Zhai
2025	J	`jnl`	Knowledge-Centered Dual-Process Reasoning for Math Word Problems With Large Language Models. IEEE Trans. Knowl. Data Eng. Jiayu Liu, Zhenya Huang, Qi Liu, Zhiyuan Ma, ChengXiang Zhai, Enhong Chen
2025	—	`conf`	Learning to Slice: Self-Supervised Interpretable Hierarchical Representation Learning with Graph Auto-Encoder Tree. KDD (2) Jinning Li, Ruipeng Han, Jingying Zeng, Dachun Sun, Chenkai Sun, Hanghang Tong, ChengXiang Zhai, Boleslaw K. Szymanski, Tarek F. Abdelzaher
2025	J	`jnl`	Leveraging LLMs for Predicting Unknown Diagnoses from Clinical Notes. CoRR Dina Albassam, Adam Cross, ChengXiang Zhai
2025	—	`conf`	ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges. EMNLP (Findings) Cheng Qian, Hongyi Du, Hongru Wang, Xiusi Chen, Yuji Zhang, Avirup Sil, ChengXiang Zhai, Kathleen McKeown, Heng Ji
2025	J	`jnl`	ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges. CoRR Cheng Qian, Hongyi Du, Hongru Wang, Xiusi Chen, Yuji Zhang, Avirup Sil, ChengXiang Zhai, Kathleen McKeown, Heng Ji
2025	—	`conf`	ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study. ACL (Findings) Eric Modesitt, Ke Yang, Spencer Hulsey, Xin Liu, ChengXiang Zhai, Volodymyr V. Kindratenko
2025	B	`conf`	Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. COLING Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Ren Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji
2025	J	`jnl`	SimLab: A Platform for Simulation-based Evaluation of Conversational Information Access Systems. CoRR Nolwenn Bernard, Sharath Chandra Etagi Suresh, Krisztian Balog, ChengXiang Zhai
2025	A*	`conf`	TINK: Text Information Navigation Kit. SIGIR Dean E. Alvarez, ChengXiang Zhai
2025	J	`jnl`	Ten Principles of AI Agent Economics. CoRR Ke Yang, ChengXiang Zhai
2025	J	`jnl`	The Indispensable Role of User Simulation in the Pursuit of AGI. CoRR Krisztian Balog, ChengXiang Zhai
2025	—	`conf`	The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. ACL (Findings) Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji
2025	J	`jnl`	The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination. CoRR Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji
2025	A*	`conf`	Theory and Toolkits for User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation. SIGIR Krisztian Balog, Nolwenn Bernard, Saber Zerhoudi, ChengXiang Zhai
2025	J	`jnl`	TinyHelen's First Curriculum: Training and Evaluating Tiny Language Models in a Simpler Language Environment. CoRR Ke Yang, Volodymyr V. Kindratenko, ChengXiang Zhai
2025	J	`jnl`	User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation. CoRR Krisztian Balog, ChengXiang Zhai
2025	J	`jnl`	VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use. CoRR Mingyuan Wu, Jingcheng Yang, Jize Jiang, Meitang Li, Kaizhuo Yan, Hanchao Yu, Minjia Zhang, ChengXiang Zhai, Klara Nahrstedt
2025	A*	`conf`	What Makes In-context Learning Effective for Mathematical Reasoning. ICML Jiayu Liu, Zhenya Huang, Chaokun Wang, Xunpeng Huang, ChengXiang Zhai, Enhong Chen
2024	—	`conf`	AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction. EACL (1) Bhavya, Shradha Sehgal, Jinjun Xiong, ChengXiang Zhai
2024	A	`conf`	CharmBana: Progressive Responses with Real-Time Internet Search for Knowledge-Powered Conversations. WSDM Revanth Gangi Reddy, Sharath Chandra Etagi Suresh, Hao Bai, Wentao Yao, Mankeerat Sidhu, Karan Aggarwal, Prathamesh Sonawane, ChengXiang Zhai
2024	—	`conf`	Exploring AI-powered Multimodal Analogies for Science Education. HEXED/L3MNGET@EDM Shradha Sehgal, Bhavya, Krishna Phani Datta, Aditi Mallavarapu, ChengXiang Zhai
2024	B	`conf`	Hypergraph of Text: a Mathematical Structure for Organizing and Analyzing Big Text Data. IEEE Big Data Dean E. Alvarez, ChengXiang Zhai
2024	J	`jnl`	If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents. CoRR Ke Yang, Jiateng Liu, John Wu, Chaoqi Yang, Yi R. Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Yiquan Wang, Heng Ji, ChengXiang Zhai
2024	A*	`conf`	Large Language Models and Future of Information Retrieval: Opportunities and Challenges. SIGIR ChengXiang Zhai
2024	J	`jnl`	Large Language Models for Relevance Judgment in Product Search. CoRR Navid Mehrdad, Hrushikesh Mohapatra, Mossaab Bagdouri, Prijith Chandran, Alessandro Magnani, Xunfan Cai, Ajit Puthenputhussery, Sachin Yadav, Tony Lee, ChengXiang Zhai, Ciya Liao
2024	J	`jnl`	Large language models for whole-learner support: opportunities and challenges. Frontiers Artif. Intell. Amogh Mannekote, Adam Davies, Juan D. Pinto, Shan Zhang, Daniel Olds, Noah L. Schroeder, Blair Lehman, Diego Zapata-Rivera, ChengXiang Zhai
2024	J	`jnl`	Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval. CoRR Xiaocong Yang, Jiacheng Lin, Ziqi Wang, ChengXiang Zhai
2024	B	`conf`	LiveDataLab: A Cloud-based Open Lab for Integrating Big Data Research, Education, and Applications. IEEE Big Data ChengXiang Zhai
2024	J	`jnl`	ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study. CoRR Eric Modesitt, Ke Yang, Spencer Hulsey, ChengXiang Zhai, Volodymyr V. Kindratenko
2024	J	`jnl`	Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. CoRR Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi R. Fung, Hou Pong Chan, ChengXiang Zhai, Heng Ji
2024	J	`jnl`	Prejudice and Caprice: A Statistical Framework for Measuring Social Discrimination in Large Language Models. CoRR Yiran Liu, Ke Yang, Zehan Qi, Xiao Liu, Yang Yu, ChengXiang Zhai
2024	—	`conf`	Prior-guided longitudinal metabolomic analysis. BIBM Kowshika Sarker, Ruoqing Zhu, Hannah Diane Holscher, ChengXiang Zhai
2024	J	`jnl`	Report on the 1st Workshop on Simulations for Information Access (Sim4IA 2024) at SIGIR 2024. SIGIR Forum Timo Breuer, Christin Katharina Kreutz, Norbert Fuhr, Krisztian Balog, Philipp Schaer, Nolwenn Bernard, Ingo Frommholz, Marcel Gohsen, Kaixin Ji, Gareth J. F. Jones, Jüri Keller, Jiqun Liu, Martin Mladenov, Gabriella Pasi, Johanne R. Trippas, Xi Wang, Saber Zerhoudi, ChengXiang Zhai
2024	J	`jnl`	Report on the Workshop on Simulations for Information Access (Sim4IA 2024) at SIGIR 2024. CoRR Timo Breuer, Christin Katharina Kreutz, Norbert Fuhr, Krisztian Balog, Philipp Schaer, Nolwenn Bernard, Ingo Frommholz, Marcel Gohsen, Kaixin Ji, Gareth J. F. Jones, Jüri Keller, Jiqun Liu, Martin Mladenov, Gabriella Pasi, Johanne R. Trippas, Xi Wang, Saber Zerhoudi, ChengXiang Zhai
2024	—	`conf`	Scaling Collaborative Learning: Using the Community Digital Library to Enrich Course Content. SIGCSE (2) Kevin Ros, ChengXiang Zhai
2024	A*	`conf`	Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. AAAI Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2024	J	`jnl`	Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. CoRR Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han
2024	A*	`conf`	TextData: Save What You Know and Find What You Don't. SIGIR Kevin Ros, Kedar Takwane, Ashwin Patil, Rakshana Jayaprakash, ChengXiang Zhai
2024	—	`conf`	Tutorial on User Simulation for Evaluating Information Access Systems on the Web. WWW (Companion Volume) Krisztian Balog, ChengXiang Zhai
2024	A*	`conf`	UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models. EMNLP Xinyu Pi, Mingyuan Wu, Jize Jiang, Haozhen Zheng, Beitong Tian, ChengXiang Zhai, Klara Nahrstedt, Zhiting Hu
2024	J	`jnl`	UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models. CoRR Xinyu Pi, Mingyuan Wu, Jize Jiang, Haozhen Zheng, Beitong Tian, ChengXiang Zhai, Klara Nahrstedt, Zhiting Hu
2024	J	`jnl`	Understanding the social construction of juvenile delinquency: insights from semantic analysis of big-data historical newspaper collections. J. Comput. Soc. Sci. Yu Zhang, Adam Davies, ChengXiang Zhai
2024	J	`jnl`	User Simulation for Evaluating Information Access Systems. Found. Trends Inf. Retr. Krisztian Balog, ChengXiang Zhai
2024	J	`jnl`	What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis. CoRR Jia-Yu Liu, Zhenya Huang, Chaokun Wang, Xunpeng Huang, ChengXiang Zhai, Enhong Chen
2023	—	`conf`	An Exploration of Large Language Models for Verification of News Headlines. ICDM (Workshops) Yifan Li, ChengXiang Zhai
2023	—	`conf`	Augmenting nutritional metabolomics with a genome-scale metabolic model for assessment of diet intake. BCB Kowshika Sarker, Ruoqing Zhu, Hannah D. Holscher, ChengXiang Zhai
2023	J	`jnl`	C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation. CoRR Liliang Ren, Mankeerat Sidhu, Qi Zeng, Revanth Gangi Reddy, Heng Ji, ChengXiang Zhai
2023	A*	`conf`	CAM: A Large Language Model-based Creative Analogy Mining Framework. WWW Bhavya, Jinjun Xiong, ChengXiang Zhai
2023	J	`jnl`	Competence-Based Analysis of Language Models. CoRR Adam Davies, Jize Jiang, ChengXiang Zhai
2023	A*	`conf`	Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. EMNLP Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji
2023	J	`jnl`	Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. CoRR Chenkai Sun, Jinning Li, Yi R. Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji
2023	J	`jnl`	Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval. CoRR Daniel Campos, ChengXiang Zhai
2023	—	`conf`	Exploring Large Language Models for Low-Resource IT Information Extraction. ICDM (Workshops) Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai
2023	A	`conf`	Incorporating Task-Specific Concept Knowledge into Script Learning. EACL Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji
2023	J	`jnl`	KEBLM: Knowledge-Enhanced Biomedical Language Models. J. Biomed. Informatics Tuan Manh Lai, ChengXiang Zhai, Heng Ji
2023	A*	`conf`	Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning. AAAI Jiayu Liu, Zhenya Huang, ChengXiang Zhai, Qi Liu
2023	J	`jnl`	Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning. CoRR Jiayu Liu, Zhenya Huang, ChengXiang Zhai, Qi Liu
2023	—	`conf`	Measuring the Effect of Influential Messages on Varying Personas. ACL (2) Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji
2023	J	`jnl`	Measuring the Effect of Influential Messages on Varying Personas. CoRR Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji
2023	J	`jnl`	Noise-Robust Dense Retrieval via Contrastive Alignment Post Training. CoRR Daniel Campos, ChengXiang Zhai, Alessandro Magnani
2023	J	`jnl`	Overview of the TREC 2023 Product Product Search Track. CoRR Daniel Campos, Surya Kallumadi, Corby Rosset, ChengXiang Zhai, Alessandro Magnani
2023	J	`jnl`	Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders. CoRR Daniel Campos, Alessandro Magnani, ChengXiang Zhai
2023	—	`conf`	Quick Dense Retrievers Consume KALE: Post Training KullbackLeibler Alignment of Embeddings for Asymmetrical dual encoders. SustaiNLP Daniel Campos, Alessandro Magnani, ChengXiang Zhai
2023	—	`conf`	Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. SIGIR-AP Krisztian Balog, ChengXiang Zhai
2023	Misc	`conf`	Retrieving Webpages Using Online Discussions. ICTIR Kevin Ros, Matthew Jin, Jacob Levine, ChengXiang Zhai
2023	—	`conf`	Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations. EMNLP (Findings) Revanth Gangi Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji, ChengXiang Zhai
2023	J	`jnl`	Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations. CoRR Revanth Gangi Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji, ChengXiang Zhai
2023	A*	`conf`	Sparse Modular Activation for Efficient Sequence Modeling. NeurIPS Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, ChengXiang Zhai
2023	J	`jnl`	Sparse Modular Activation for Efficient Sequence Modeling. CoRR Liliang Ren, Yang Liu, Shuohang Wang, Yichong Xu, Chenguang Zhu, ChengXiang Zhai
2023	—	`conf`	The CDL: An Online Platform for Creating Community-based Digital Libraries. CSCW Companion Kevin Ros, ChengXiang Zhai
2023	—	`conf`	To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency. SustaiNLP Daniel Campos, ChengXiang Zhai
2023	J	`jnl`	To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency. CoRR Daniel Campos, ChengXiang Zhai
2023	A	`conf`	Tutorial on User Simulation for Evaluating Information Access Systems. CIKM Krisztian Balog, ChengXiang Zhai
2023	J	`jnl`	User Simulation for Evaluating Information Access Systems. CoRR Krisztian Balog, ChengXiang Zhai
2023	—	`conf`	When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications. ACL (1) Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang, ChengXiang Zhai, Yunyao Li
2023	—	`conf`	oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. SustaiNLP Daniel Campos, Alexandre Noll Marques, Mark Kurtz, ChengXiang Zhai
2023	J	`jnl`	oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes. CoRR Daniel Campos, Alexandre Noll Marques, Mark Kurtz, ChengXiang Zhai
2022	—	`conf`	An Optimization Approach to Automatic Construction of Browsable Concept Index for Organizing Online Educational Content. ICKG Assma Boughoula, Kevin Ros, ChengXiang Zhai
2022	J	`jnl`	Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT. CoRR Bhavya, Jinjun Xiong, ChengXiang Zhai
2022	J	`jnl`	AutoML to Date and Beyond: Challenges and Opportunities. ACM Comput. Surv. Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
2022	B	`conf`	CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval. COLING Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji
2022	J	`jnl`	CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval. CoRR Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji
2022	A	`conf`	Differential Query Semantic Analysis: Discovery of Explicit Interpretable Knowledge from E-Com Search Logs. WSDM Sahiti Labhishetty, ChengXiang Zhai, Min Xie, Lin Gong, Rahul Sharnagat, Satya Chembolu
2022	—	`conf`	Domain Representative Keywords Selection: A Probabilistic Approach. ACL (Findings) Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai
2022	J	`jnl`	Domain Representative Keywords Selection: A Probabilistic Approach. CoRR Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai
2022	A	`conf`	Drink Bleach or Do What Now? COVID-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation. ICWSM Arkin Dharawat, Ismini Lourentzou, Alex Morales, ChengXiang Zhai
2022	B	`conf`	Entity Set Co-Expansion in StackOverflow. IEEE Big Data Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
2022	J	`jnl`	Entity Set Co-Expansion in StackOverflow. CoRR Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han
2022	—	`conf`	Fine Grained Categorization of Drug Usage Tweets. HCI (14) Priyanka Dey, ChengXiang Zhai
2022	Misc	`conf`	I3A: An Intelligent Interactive Information Agent Model for Information Retrieval. ICTIR ChengXiang Zhai
2022	—	`conf`	Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. ACL (Findings) Tuan Manh Lai, Heng Ji, ChengXiang Zhai
2022	J	`jnl`	Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. CoRR Tuan Manh Lai, Heng Ji, ChengXiang Zhai
2022	J	`jnl`	Incorporating Task-specific Concept Knowledge into Script Learning. CoRR Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji
2022	—	`conf`	Information Retrieval Evaluation as Search Simulation. NTCIR ChengXiang Zhai
2022	A*	`conf`	Language Model Pre-Training with Sparse Latent Typing. EMNLP Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji
2022	J	`jnl`	Language Model Pre-Training with Sparse Latent Typing. CoRR Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji
2022	Misc	`conf`	PRE: A Precision-Recall-Effort Optimization Framework for Query Simulation. ICTIR Sahiti Labhishetty, ChengXiang Zhai
2022	—	`conf`	RATE: A Reliability-Aware Tester-Based Evaluation Framework of User Simulators. ECIR (1) Sahiti Labhishetty, ChengXiang Zhai
2022	J	`jnl`	Sparse*BERT: Sparse Models are Robust. CoRR Daniel Campos, Alexandre Noll Marques, Tuan Nguyen, Mark Kurtz, ChengXiang Zhai
2022	J	`jnl`	Structural and Textual Information Fusion for Symptom and Disease Representation Learning. IEEE Trans. Knowl. Data Eng. Sendong Zhao, Meng Jiang, Bing Qin, Ting Liu, ChengXiang Zhai, Fei Wang
2022	—	`conf`	Toward a big data analysis system for historical newspaper collections research. PASC Sandeep Puthanveetil Satheesan, Bhavya, Adam Davies, Alan B. Craig, Yu Zhang, ChengXiang Zhai
2022	J	`jnl`	When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications. CoRR Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang, ChengXiang Zhai, Yunyao Li
2021	—	`conf`	A Study of Distributed Representations for Figures of Research Articles. ECIR (1) Saar Kuzi, ChengXiang Zhai
2021	—	`conf`	AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition. PETRA Ismini Lourentzou, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steven R. Welch, ChengXiang Zhai
2021	A*	`conf`	An Exploration of Tester-based Evaluation of User Simulators for Comparing Interactive Retrieval Systems. SIGIR Sahiti Labhishetty, ChengXiang Zhai
2021	—	`conf`	BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks. EMNLP (Findings) Tuan Manh Lai, Heng Ji, ChengXiang Zhai
2021	J	`jnl`	BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks. CoRR Tuan Manh Lai, Heng Ji, ChengXiang Zhai
2021	A*	`conf`	DarkJargon.net: A Platform for Understanding Underground Conversation with Latent Meaning. SIGIR Dominic Seyler, Wei Liu, Yunan Zhang, Xiaofeng Wang, ChengXiang Zhai
2021	A*	`conf`	DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. SIGIR Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, ChengXiang Zhai, Alexander G. Schwing
2021	J	`jnl`	DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. CoRR Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, ChengXiang Zhai, Alexander G. Schwing
2021	—	`conf`	Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. BIBM Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
2021	J	`jnl`	Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. CoRR Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
2021	A*	`conf`	Interactive Information Retrieval: Models, Algorithms, and Evaluation. SIGIR ChengXiang Zhai
2021	—	`conf`	Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. ACL/IJCNLP (1) Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran
2021	J	`jnl`	Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. CoRR Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran
2021	A*	`conf`	Neural-Answering Logical Queries on Knowledge Graphs. KDD Lihui Liu, Boxin Du, Heng Ji, ChengXiang Zhai, Hanghang Tong
2021	B	`conf`	Scaling Up Data Science Course Projects: A Case Study. L@S Bhavya, Jinfeng Xiao, ChengXiang Zhai
2021	—	`conf`	Team Skeletor at Touché 2021: Argument Retrieval and Visualization for Controversial Questions. CLEF (Working Notes) Kevin Ros, Carl Edwards, Heng Ji, ChengXiang Zhai
2021	—	`conf`	Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries. EMNLP (1) Carl Edwards, ChengXiang Zhai, Heng Ji
2021	—	`conf`	Towards Dark Jargon Interpretation in Underground Forums. ECIR (2) Dominic Seyler, Wei Liu, Xiaofeng Wang, ChengXiang Zhai
2021	—	`conf`	TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction. BIBM Sahiti Labhishetty, Ismini Lourentzou, Michael Jeffrey Volk, Shekhar Mishra, Huimin Zhao, ChengXiang Zhai
2020	—	`ed.`	2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020 IEEE BigData Xintao Wu, Chris Jermaine, Li Xiong, Xiaohua Hu, Olivera Kotevska, Siyuan Lu, Weija Xu, Srinivas Aluru, ChengXiang Zhai, Eyhab Al-Masri, Zhiyuan Chen, Jeff Saltz
2020	J	`jnl`	A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities. CoRR Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
2020	A*	`conf`	A Study of Methods for the Generation of Domain-Aware Word Embeddings. SIGIR Dominic Seyler, ChengXiang Zhai
2020	J	`jnl`	Axiomatic thinking for information retrieval: introduction to special issue. Inf. Retr. J. Enrique Amigó, Hui Fang, Stefano Mizzaro, ChengXiang Zhai
2020	A	`conf`	Collective Development of Large Scale Data Science Products via Modularized Assignments: An Experience Report. SIGCSE Bhavya, Assma Boughoula, Aaron Green, ChengXiang Zhai
2020	—	`conf`	CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion Forums. PAKDD (1) Alex Morales, Kanika Narang, Hari Sundaram, ChengXiang Zhai
2020	J	`jnl`	Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation. CoRR Arkin Dharawat, Ismini Lourentzou, Alex Morales, ChengXiang Zhai
2020	A	`conf`	Empirical Analysis of Impact of Query-Specific Customization of nDCG: A Case-Study with Learning-to-Rank Methods. CIKM Shubhra (Santu) K. Karmaker, Parikshit Sondhi, ChengXiang Zhai
2020	B	`conf`	Explanation Mining. L@S Bhavya, ChengXiang Zhai
2020	A*	`conf`	FigExplorer: A System for Retrieval and Exploration of Figures from Collections of Research Articles. SIGIR Saar Kuzi, ChengXiang Zhai, Yin Tian, Haichuan Tang
2020	—	`conf`	Finding Contextually Consistent Information Units in Legal Text. NLLP@KDD Dominic Seyler, Paul Bruin, Pavan Bayyapu, ChengXiang Zhai
2020	A*	`conf`	Interactive Information Retrieval: Models, Algorithms, and Evaluation. SIGIR ChengXiang Zhai
2020	B	`conf`	Leveraging Book Indexes for Automatic Extraction of Concepts in MOOCs. L@S Assma Boughoula, Aidan San, ChengXiang Zhai
2020	Misc	`conf`	Leveraging Personalized Sentiment Lexicons for Sentiment Analysis. ICTIR Dominic Seyler, Jiaming Shen, Jinfeng Xiao, Yiren Wang, ChengXiang Zhai
2020	—	`conf`	Multi-task Learning for Multilingual Neural Machine Translation. EMNLP (1) Yiren Wang, ChengXiang Zhai, Hany Hassan
2020	J	`jnl`	Multi-task Learning for Multilingual Neural Machine Translation. CoRR Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla
2020	A*	`conf`	Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract). AAAI Nupoor Gandhi, Alex Morales, Sally Man-Pui Chan, Dolores Albarracin, ChengXiang Zhai
2020	B	`conf`	Semantic Text Analysis for Detection of Compromised Accounts on Social Networks. ASONAM Dominic Seyler, Lunan Li, ChengXiang Zhai
2020	J	`jnl`	Towards Dark Jargon Interpretation in Underground Forums. CoRR Dominic Seyler, Wei Liu, Xiaofeng Wang, ChengXiang Zhai
2020	J	`jnl`	Towards a Soft Faceted Browsing Scheme for Information Access. CoRR Yinan Zhang, Parikshit Sondhi, Anjan Goswami, ChengXiang Zhai
2020	A*	`conf`	Transductive Ensemble Learning for Neural Machine Translation. AAAI Yiren Wang, Lijun Wu, Yingce Xia, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
2019	A	`conf`	A Generative Model for Discovering Action-Based Roles and Community Role Compositions on Community Question Answering Platforms. ICWSM Chase Geigle, Himel Dev, Hari Sundaram, ChengXiang Zhai
2019	A	`conf`	Adapting Sequence to Sequence Models for Text Normalization in Social Media. ICWSM Ismini Lourentzou, Kabir Manghnani, ChengXiang Zhai
2019	J	`jnl`	Adapting Sequence to Sequence models for Text Normalization in Social Media. CoRR Ismini Lourentzou, Kabir Manghnani, ChengXiang Zhai
2019	A	`conf`	Analysis of Adaptive Training for Learning to Rank in Information Retrieval. CIKM Saar Kuzi, Sahiti Labhishetty, Shubhra Kanti Karmaker Santu, Prasad Pradip Joshi, ChengXiang Zhai
2019	B	`conf`	Automatic Assessment of Complex Assignments using Topic Models. L@S Saar Kuzi, William W. Cope, Duncan C. Ferguson, Chase Geigle, ChengXiang Zhai
2019	J	`jnl`	Cooperative Reasoning on Knowledge Graph and Corpus: A Multi-agentReinforcement Learning Approach. CoRR Yunan Zhang, Xiang Cheng, Heting Gao, ChengXiang Zhai
2019	A	`conf`	Exploring Multi-Objective Exercise Recommendations in Online Education Systems. CIKM Zhenya Huang, Qi Liu, ChengXiang Zhai, Yu Yin, Enhong Chen, Weibo Gao, Guoping Hu
2019	—	`conf`	Figure Retrieval from Collections of Research Articles. ECIR (1) Saar Kuzi, ChengXiang Zhai
2019	A*	`conf`	Help Me Search: Leveraging User-System Collaboration for Query Construction to Improve Accuracy for Difficult Queries. SIGIR Saar Kuzi, Abhishek Narwekar, Anusri Pampari, ChengXiang Zhai
2019	J	`jnl`	Improving N-gram Language Models with Pre-trained Deep Transformer. CoRR Yiren Wang, Hongzhao Huang, Zhe Liu, Yutong Pang, Yongqiang Wang, ChengXiang Zhai, Fuchun Peng
2019	J	`jnl`	JIM: Joint Influence Modeling for Collective Search Behavior. CoRR Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai
2019	—	`conf`	Learning to Diversify for E-commerce Search with Multi-Armed Bandit. eCOM@SIGIR Anjan Goswami, ChengXiang Zhai, Prasant Mohapatra
2019	J	`jnl`	Learning to Order Sub-questions for Complex Question Answering. CoRR Yunan Zhang, Xiang Cheng, Yufeng Zhang, Zihan Wang, Zhengqi Fang, Xiaoyan Wang, Zhenya Huang, ChengXiang Zhai
2019	B	`conf`	LiveDataLab: A Cloud-Based Platform to Facilitate Hands-on Data Science Education at Scale. L@S Aaron Green, ChengXiang Zhai
2019	—	`conf`	Multi-Agent Dual Learning. ICLR (Poster) Yiren Wang, Yingce Xia, Tianyu He, Fei Tian, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
2019	A*	`conf`	Neural Machine Translation with Soft Prototype. NeurIPS Yiren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
2019	A*	`conf`	Non-Autoregressive Machine Translation with Auxiliary Regularization. AAAI Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
2019	J	`jnl`	Non-Autoregressive Machine Translation with Auxiliary Regularization. CoRR Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu
2019	—	`conf`	Non-local Attention Learning on Large Heterogeneous Information Networks. IEEE BigData Yuxin Xiao, Zecheng Zhang, Carl Yang, ChengXiang Zhai
2019	J	`jnl`	On Application of Learning to Rank for E-Commerce Search. CoRR Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai
2019	—	`conf`	Quantifying and Visualizing the Demand and Supply Gap from E-commerce Search Data using Topic Models. WWW (Companion Volume) Anjan Goswami, Prasant Mohapatra, ChengXiang Zhai
2019	B	`conf`	TILM: Neural Language Models with Evolving Topical Influence. CoNLL Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, ChengXiang Zhai
2019	B	`conf`	WOSView Demo: A Tool to Explore the Web of Slides. L@S Sahiti Labhishetty, Bhavya, Kevin Pei, Assma Boughoula, ChengXiang Zhai
2019	B	`conf`	Web of Slides: Automatic Linking of Lecture Slides to Facilitate Navigation. L@S Sahiti Labhishetty, Bhavya, Kevin Pei, Assma Boughoula, ChengXiang Zhai
2018	B	`conf`	A Large-Scale Empirical Study on Android Runtime-Permission Rationale Messages. VL/HCC Xueqing Liu, Yue Leng, Wei Yang, Wenyu Wang, ChengXiang Zhai, Tao Xie
2018	A*	`conf`	A Taxonomy of Queries for E-commerce Search. SIGIR Parikshit Sondhi, Mohit Sharma, Pranam Kolari, ChengXiang Zhai
2018	A*	`conf`	A Tutorial on Probabilistic Topic Models for Text Data Retrieval and Analysis. SIGIR ChengXiang Zhai, Chase Geigle
2018	A*	`conf`	Are we on the Right Track?: An Examination of Information Retrieval Methodologies. SIGIR Enrique Amigó, Hui Fang, Stefano Mizzaro, ChengXiang Zhai
2018	B	`conf`	CLaDS: a cloud-based virtual lab for the delivery of scalable hands-on assignments for practical data science education. ITiCSE Chase Geigle, Ismini Lourentzou, Hari Sundaram, ChengXiang Zhai
2018	—	`conf`	Exploiting Knowledge Graph to Improve Text-based Prediction. IEEE BigData Shan Jiang, ChengXiang Zhai, Qiaozhu Mei
2018	J	`jnl`	Identifying Compromised Accounts on Social Media Using Statistical Text Analysis. CoRR Dominic Seyler, Lunan Li, ChengXiang Zhai
2018	A	`conf`	JIM: Joint Influence Modeling for Collective Search Behavior. CIKM Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai
2018	—	`conf`	Learning to Rank and Discover for E-Commerce Search. MLDM (2) Anjan Goswami, ChengXiang Zhai, Prasant Mohapatra
2018	—	`conf`	LinkSO: a dataset for learning to retrieve similar question answer pairs on software development forums. NL4SE@ESEC/SIGSOFT FSE Xueqing Liu, Chi Wang, Yue Leng, ChengXiang Zhai
2018	A	`conf`	Mining Android App Descriptions for Permission Requirements Recommendation. RE Xueqing Liu, Yue Leng, Wei Yang, ChengXiang Zhai, Tao Xie
2018	B	`conf`	Mining MOOC Lecture Transcripts to Construct Concept Dependency Graphs. EDM Fareedah Alsaad, Assma Boughoula, Chase Geigle, Hari Sundaram, ChengXiang Zhai
2018	A*	`conf`	Modeling Diverse Relevance Patterns in Ad-hoc Retrieval. SIGIR Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, ChengXiang Zhai, Xueqi Cheng
2018	J	`jnl`	Modeling Diverse Relevance Patterns in Ad-hoc Retrieval. CoRR Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, ChengXiang Zhai, Xueqi Cheng
2018	—	`conf`	Multi-Attribute Topic Feature Construction for Social Media-based Prediction. IEEE BigData Alex Morales, Nupoor Gandhi, Man-pui Sally Chan, Sophie Lohmann, Travis Sanchez, Kathleen A. Brady, Lyle H. Ungar, Dolores Albarracin, ChengXiang Zhai
2018	—	`conf`	NRF: A Naive Re-identification Framework. WPES@CCS Shubhra Kanti Karmaker Santu, Vincent Bindschaedler, ChengXiang Zhai, Carl A. Gunter
2018	A	`ed.`	Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018 WSDM Yi Chang, ChengXiang Zhai, Yan Liu, Yoelle Maarek
2018	J	`jnl`	SOFSAT: Towards a Setlike Operator based Framework for Semantic Analysis of Text. SIGKDD Explor. Shubhra Kanti Karmaker Santu, Chase Geigle, Duncan C. Ferguson, William W. Cope, Mary Kalantzis, Duane Searsmith, ChengXiang Zhai
2018	—	`conf`	Towards Optimization of e-Commerce Search and Discovery. eCOM@SIGIR Anjan Goswami, ChengXiang Zhai, Prasant Mohapatra
2018	Misc	`conf`	VisAGE: Integrating external knowledge into electronic medical record visualization. PSB Edward W. Huang, Sheng Wang, ChengXiang Zhai
2018	—	`ch.`	Web Search Relevance Feedback. Encyclopedia of Database Systems (2nd ed.) Hui Fang, ChengXiang Zhai
2018	—	`ch.`	Web Search Result De-duplication and Clustering. Encyclopedia of Database Systems (2nd ed.) Xuehua Shen, ChengXiang Zhai
2017	B	`conf`	A Probabilistic Approach for Discovering Difficult Course Topics Using Clickstream Data. L@S Assma Boughoula, Chase Geigle, ChengXiang Zhai
2017	A	`conf`	A Study of Feature Construction for Text-based Forecasting of Time Series Variables. CIKM Yiren Wang, Dominic Seyler, Shubhra Kanti Karmaker Santu, ChengXiang Zhai
2017	J	`jnl`	A Study of Smoothing Methods for Language Models Applied to Ad Hoc Information Retrieval. SIGIR Forum ChengXiang Zhai, John D. Lafferty
2017	A*	`conf`	Axiomatic Thinking for Information Retrieval: And Related Tasks. SIGIR Enrique Amigó, Hui Fang, Stefano Mizzaro, ChengXiang Zhai
2017	A	`conf`	Constructing and Embedding Abstract Event Causality Networks from Text Snippets. WSDM Sendong Zhao, Quan Wang, Sean Massung, Bing Qin, Ting Liu, Bin Wang, ChengXiang Zhai
2017	A*	`conf`	ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data. IJCAI Stan Zhao, Meng Jiang, Quan Yuan, Bing Qin, Ting Liu, ChengXiang Zhai
2017	J	`jnl`	Document Language Models, Query Models, and Risk Minimization for Information Retrieval. SIGIR Forum John D. Lafferty, ChengXiang Zhai
2017	A*	`conf`	Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding. AAAI Xiaolong Wang, Jingjing Wang, ChengXiang Zhai
2017	J	`jnl`	Dynamic credit allocation in scientific literature. Scientometrics Peng Bao, ChengXiang Zhai
2017	Misc	`conf`	Framing Electronic Medical Records as Polylingual Documents in Query Expansion. AMIA Edward W. Huang, Sheng Wang, Doris J. Lee, Runshun Zhang, Baoyan Liu, Xuezhong Zhou, ChengXiang Zhai
2017	—	`conf`	HEMnet: Integration of Electronic Medical Records with Molecular Interaction Networks and Domain Knowledge for Survival Analysis. BCB Edward W. Huang, Sheng Wang, Bingxue Li, Ran Zhang, Baoyan Liu, Runshun Zhang, Jie Liu, Xuezhong Zhou, Hongsheng Lin, ChengXiang Zhai
2017	A*	`conf`	High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm. ICML Rongda Zhu, Lingxiao Wang, ChengXiang Zhai, Quanquan Gu
2017	A*	`conf`	Identifying Humor in Reviews using Background Text Sources. EMNLP Alex Morales, ChengXiang Zhai
2017	Misc	`conf`	Information Retrieval Evaluation as Search Simulation: A General Formal Framework for IR Evaluation. ICTIR Yinan Zhang, Xueqing Liu, ChengXiang Zhai
2017	B	`conf`	Modeling MOOC Student Behavior With Two-Layer Hidden Markov Models. EDM Chase Geigle, ChengXiang Zhai
2017	B	`conf`	Modeling MOOC Student Behavior With Two-Layer Hidden Markov Models. L@S Chase Geigle, ChengXiang Zhai
2017	—	`conf`	Modeling the Influence of Popular Trending Events on User Search Behavior. WWW (Companion Volume) Shubhra Kanti Karmaker Santu, Liangda Li, Dae Hoon Park, Yi Chang, ChengXiang Zhai
2017	—	`conf`	Numerical Facet Range Partition: Evaluation Metric and Methods. WWW (Companion Volume) Xueqing Liu, ChengXiang Zhai, Wei Han, Onur Güngör
2017	A*	`conf`	On Application of Learning to Rank for E-Commerce Search. SIGIR Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai
2017	A*	`conf`	Probabilistic Topic Models for Text Data Retrieval and Analysis. SIGIR ChengXiang Zhai
2017	J	`jnl`	Report on the SIGIR 2017 Workshop on Axiomatic Thinking for Information Retrieval and Related Tasks (ATIR). SIGIR Forum Enrique Amigó, Hui Fang, Stefano Mizzaro, ChengXiang Zhai
2017	—	`conf`	Temporal reflected logistic regression for probabilistic heart failure survival score prediction. BIBM Mingjie Qian, Jyotishman Pathak, Naveen L. Pereira, ChengXiang Zhai
2017	—	`conf`	Text-based geolocation prediction of social media users with neural networks. IEEE BigData Ismini Lourentzou, Alex Morales, ChengXiang Zhai
2017	—	`conf`	TextScope: Enhance human perception via text mining. IEEE BigData ChengXiang Zhai
2017	—	`conf`	Towards Privacy-Preserving Evaluation for Information Retrieval Models Over Industry Data Sets. AIRS Peilin Yang, Mianwei Zhou, Yi Chang, ChengXiang Zhai, Hui Fang
2016	A*	`conf`	A Sequential Decision Formulation of the Interface Card Model for Interactive IR. SIGIR Yinan Zhang, ChengXiang Zhai
2016	—	`conf`	A conditional probabilistic model for joint analysis of symptoms, diseases, and herbs in traditional Chinese medicine patient records. BIBM Sheng Wang, Edward W. Huang, Runshun Zhang, Xiaoping Zhang, Baoyan Liu, Xuezhong Zhou, ChengXiang Zhai
2016	B	`conf`	An Exploration of Automated Grading of Complex Assignments. L@S Chase Geigle, ChengXiang Zhai, Duncan C. Ferguson
2016	A*	`conf`	Blind Men and The Elephant: Thurstonian Pairwise Preference for Ranking in Crowdsourcing. ICDM Xiaolong Wang, Jingjing Wang, Luo Jie, ChengXiang Zhai, Yi Chang
2016	J	`jnl`	DeepMeSH: deep semantic representation for improving large-scale MeSH indexing. Bioinform. Shengwen Peng, Ronghui You, Hongning Wang, ChengXiang Zhai, Hiroshi Mamitsuka, Shanfeng Zhu
2016	—	`conf`	Exploiting temporal divergence of topic distributions for event detection. IEEE BigData Rongda Zhu, Aston Zhang, Jian Peng, ChengXiang Zhai
2016	A	`conf`	Generative Feature Language Models for Mining Implicit Features from Customer Reviews. CIKM Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai
2016	A*	`conf`	Learning Query and Document Relevance from a Web-scale Click Graph. SIGIR Shan Jiang, Yuening Hu, Changsung Kang, Tim Daly Jr., Dawei Yin, Yi Chang, ChengXiang Zhai
2016	—	`conf`	MeTA: A Unified Toolkit for Text Retrieval and Analysis. ACL (System Demonstrations) Sean Massung, Chase Geigle, ChengXiang Zhai
2016	A	`conf`	Mobile App Retrieval for Social Media Users via Inference of Implicit Intent in Social Media Text. CIKM Dae Hoon Park, Yi Fang, Mengwen Liu, ChengXiang Zhai
2016	J	`jnl`	Non-native text analysis: A survey. Nat. Lang. Eng. Sean Massung, ChengXiang Zhai
2016	J	`jnl`	Numerical Range Facets Partition: Evaluation Metric and Methods. CoRR Xueqing Liu, ChengXiang Zhai, Wei Han, Onur Güngör
2016	—	`conf`	PaReCat: Patient Record Subcategorization for Precision Traditional Chinese Medicine. BCB Edward W. Huang, Sheng Wang, Runshun Zhang, Baoyan Liu, Xuezhong Zhou, ChengXiang Zhai
2016	J	`jnl`	Personalized generation of word clouds from tweets. J. Assoc. Inf. Sci. Technol. Martin Leginus, ChengXiang Zhai, Peter Dolog
2016	A	`ed.`	Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016 CIKM Snehasis Mukhopadhyay, ChengXiang Zhai, Elisa Bertino, Fabio Crestani, Javed Mostafa, Jie Tang, Luo Si, Xiaofang Zhou, Yi Chang, Yunyao Li, Parikshit Sondhi
2016	B	`conf`	Scaling up Online Question Answering via Similar Question Retrieval. L@S Chase Geigle, ChengXiang Zhai
2016	J	`jnl`	Towards a game-theoretic framework for text data retrieval. IEEE Data Eng. Bull. ChengXiang Zhai
2015	Misc	`conf`	Axiomatic Analysis of Smoothing Methods in Language Models for Pseudo-Relevance Feedback. ICTIR Hussein Hazimeh, ChengXiang Zhai
2015	B	`conf`	Beomap: Ad Hoc Topic Maps for Enhanced Exploration of Social Media Data. ICWE Martin Leginus, ChengXiang Zhai, Peter Dolog
2015	J	`jnl`	Beyond Independent Relevance: Methods and Evaluation Metrics for Subtopic Retrieval. SIGIR Forum ChengXiang Zhai, William W. Cohen, John D. Lafferty
2015	J	`jnl`	Exploiting ontology graph for predicting sparsely annotated gene function. Bioinform. Sheng Wang, Hyunghoon Cho, ChengXiang Zhai, Bonnie Berger, Jian Peng
2015	—	`conf`	Hotspots of news articles: Joint mining of news text & social media to discover controversial points in news. IEEE BigData Ismini Lourentzou, Graham Dyer, Abhishek Sharma, ChengXiang Zhai
2015	A*	`conf`	Information Retrieval as Card Playing: A Formal Model for Optimizing Interactive Retrieval Interface. SIGIR Yinan Zhang, ChengXiang Zhai
2015	B	`conf`	Joint adaptive loss and l2/l0-norm minimization for unsupervised feature selection. IJCNN Mingjie Qian, ChengXiang Zhai
2015	A*	`conf`	Leveraging User Reviews to Improve Accuracy for Mobile App Retrieval. SIGIR Dae Hoon Park, Mengwen Liu, ChengXiang Zhai, Haohong Wang
2015	J	`jnl`	MeSHLabeler: improving the accuracy of large-scale MeSH indexing by integrating diverse evidence. Bioinform. Ke Liu, Shengwen Peng, Junqiu Wu, ChengXiang Zhai, Hiroshi Mamitsuka, Shanfeng Zhu
2015	A	`conf`	Mining Coordinated Intent Representation for Entity Search and Recommendation. CIKM Huizhong Duan, ChengXiang Zhai
2015	J	`jnl`	Negative query generation: bridging the gap between query likelihood retrieval models and relevance. Inf. Retr. J. Yuanhua Lv, ChengXiang Zhai
2015	J	`jnl`	OpinoFetch: a practical and efficient approach to collecting opinions on arbitrary entities. Inf. Retr. J. Kavita Ganesan, ChengXiang Zhai
2015	J	`jnl`	Overcoming bias to learn about controversial topics. J. Assoc. Inf. Sci. Technol. V. G. Vinod Vydiswaran, ChengXiang Zhai, Dan Roth, Peter Pirolli
2015	Misc	`ed.`	Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015 ICTIR James Allan, W. Bruce Croft, Arjen P. de Vries, ChengXiang Zhai
2015	—	`conf`	Recommending forum posts to designated experts. IEEE BigData Jason H. D. Cho, Yanen Li, Roxana Girju, ChengXiang Zhai
2015	A*	`conf`	Retrieval of Relevant Opinion Sentences for New Products. SIGIR Dae Hoon Park, Hyun Duk Kim, ChengXiang Zhai, Lifan Guo
2015	A	`conf`	SpecLDA: Modeling Product Reviews and Specifications to Generate Augmented Specifications. SDM Dae Hoon Park, ChengXiang Zhai, Lifan Guo
2015	—	`conf`	SyntacticDiff: Operator-based transformation for comparative text mining. IEEE BigData Sean Massung, ChengXiang Zhai
2015	A*	`conf`	Towards a Game-Theoretic Framework for Information Retrieval. SIGIR ChengXiang Zhai
2015	J	`jnl`	Understanding User Intents in Online Health Forums. IEEE J. Biomed. Health Informatics Thomas Zhang, Jason H. D. Cho, ChengXiang Zhai
2014	A	`conf`	A Constrained Hidden Markov Model Approach for Non-Explicit Citation Context Extraction. SDM Parikshit Sondhi, ChengXiang Zhai
2014	A*	`conf`	A two-dimensional click model for query auto-completion. SIGIR Yanen Li, Anlei Dong, Hongning Wang, Hongbo Deng, Yi Chang, ChengXiang Zhai
2014	A	`ed.`	Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings ECIR Maarten de Rijke, Tom Kenter, Arjen P. de Vries, ChengXiang Zhai, Franciska de Jong, Kira Radinsky, Katja Hofmann
2014	A*	`conf`	Axiomatic analysis and optimization of information retrieval models. SIGIR Hui Fang, ChengXiang Zhai
2014	J	`jnl`	Bug characteristics in open source software. Empir. Softw. Eng. Lin Tan, Chen Liu, Zhenmin Li, Xuanhui Wang, Yuanyuan Zhou, ChengXiang Zhai
2014	J	`jnl`	Content-based citation analysis: The next generation of citation analysis. J. Assoc. Inf. Sci. Technol. Ying Ding, Guo Zhang, Tamy Chambers, Min Song, Xiaolong Wang, ChengXiang Zhai
2014	J	`jnl`	Exploiting rich user information for one-class collaborative filtering. Knowl. Inf. Syst. Yanen Li, ChengXiang Zhai, Ye Chen
2014	A	`conf`	Mining Semi-Structured Online Knowledge Bases to Answer Natural Language Questions on Community QA Websites. CIKM Parikshit Sondhi, ChengXiang Zhai
2014	—	`conf`	Random walks on adjacency graphs for mining lexical relations from big text data. IEEE BigData Shan Jiang, ChengXiang Zhai
2014	—	`conf`	Resolving healthcare forum posts via similar thread retrieval. BCB Jason H. D. Cho, Parikshit Sondhi, ChengXiang Zhai, Bruce R. Schatz
2014	A	`conf`	Revisiting the Divergence Minimization Feedback Model. CIKM Yuanhua Lv, ChengXiang Zhai
2014	—	`conf`	SideEffectPTM: an unsupervised topic model to mine adverse drug reactions from health forums. BCB Sheng Wang, Yanen Li, Duncan C. Ferguson, ChengXiang Zhai
2014	—	`ch.`	Text Classification. Data Classification: Algorithms and Applications Charu C. Aggarwal, ChengXiang Zhai
2014	—	`conf`	The Fudan-UIUC Participation in the BioASQ Challenge Task 2a: The Antinomyra system. CLEF (Working Notes) Ke Liu, Junqiu Wu, Shengwen Peng, ChengXiang Zhai, Shanfeng Zhu
2014	—	`conf`	Understanding user intents in online health forums. BCB Thomas Zhang, Jason H. D. Cho, ChengXiang Zhai
2014	A	`conf`	Unsupervised Feature Selection for Multi-View Clustering on Text-Image Web News Data. CIKM Mingjie Qian, ChengXiang Zhai
2014	A	`conf`	User modeling in search logs via a nonparametric bayesian approach. WSDM Hongning Wang, ChengXiang Zhai, Feng Liang, Anlei Dong, Yi Chang
2014	—	`conf`	VIRLab: A Platform for Privacy-Preserving Evaluation for Information Retrieval Models. PIR@SIGIR Hui Fang, ChengXiang Zhai
2014	A*	`conf`	VIRLab: a web-based virtual lab for learning and studying information retrieval models. SIGIR Hui Fang, Hao Wu, Peilin Yang, ChengXiang Zhai
2013	J	`jnl`	A learning approach to optimizing exploration-exploitation tradeoff in relevance feedback. Inf. Retr. Maryam Karimzadehgan, ChengXiang Zhai
2013	A	`conf`	A probabilistic mixture model for mining and analyzing product search log. CIKM Huizhong Duan, ChengXiang Zhai, Jinxing Cheng, Rohit Kumar
2013	Misc	`conf`	Axiomatic Analysis and Optimization of Information Retrieval Models. ICTIR ChengXiang Zhai, Hui Fang
2013	A	`conf`	Compact explanatory opinion summarization. CIKM Hyun Duk Kim, Malú Castellanos, Meichun Hsu, ChengXiang Zhai, Umeshwar Dayal, Riddhiman Ghosh
2013	A	`conf`	Content coverage maximization on word networks for hierarchical topic summarization. CIKM Chi Wang, Xiao Yu, Yanen Li, ChengXiang Zhai, Jiawei Han
2013	A*	`conf`	Content-aware click modeling. WWW Hongning Wang, ChengXiang Zhai, Anlei Dong, Yi Chang
2013	A*	`conf`	EventCube: multi-dimensional search and mining of structured and text data. KDD Fangbo Tao, Kin Hou Lei, Jiawei Han, ChengXiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao
2013	Misc	`conf`	Exploiting Forum Thread Structures to Improve Thread Clustering. ICTIR Kumaresh Pattabiraman, Parikshit Sondhi, ChengXiang Zhai
2013	—	`conf`	FindiLike: a preference driven entity search engine for evaluating entity retrieval and opinion summarization. LivingLab@CIKM Kavita Ganesan, ChengXiang Zhai
2013	Misc	`conf`	Information Retrieval with Time Series Query. ICTIR Hyun Duk Kim, Danila Nikitin, ChengXiang Zhai, Malú Castellanos, Meichun Hsu
2013	J	`jnl`	Leveraging comparable corpora for cross-lingual information retrieval in resource-lean language pairs. Inf. Retr. Azadeh Shakery, ChengXiang Zhai
2013	J	`jnl`	MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications. Stat. Anal. Data Min. Duo Zhang, ChengXiang Zhai, Jiawei Han
2013	A	`conf`	Mining causal topics in text data: iterative topic modeling with time series feedback. CIKM Hyun Duk Kim, Malú Castellanos, Meichun Hsu, ChengXiang Zhai, Thomas A. Rietz, Daniel Diermeier
2013	A	`conf`	Mining entity attribute synonyms via compact clustering. CIKM Yanen Li, Bo-June Paul Hsu, ChengXiang Zhai, Kuansan Wang
2013	A*	`conf`	Ranking explanatory sentences for opinion summarization. SIGIR Hyun Duk Kim, Malú Castellanos, Meichun Hsu, ChengXiang Zhai, Umeshwar Dayal, Riddhiman Ghosh
2013	A*	`conf`	Robust Unsupervised Feature Selection. IJCAI Mingjie Qian, ChengXiang Zhai
2013	Misc	`conf`	Statistical Translation Language Model for Twitter Search. ICTIR Maryam Karimzadehgan, ChengXiang Zhai, Miles Efron
2013	—	`conf`	Structural Parse Tree Features for Text Representation. ICSC Sean Massung, ChengXiang Zhai, Julia Hockenmaier
2013	J	`jnl`	Supporting Keyword Search in Product Database: A Probabilistic Approach. Proc. VLDB Endow. Huizhong Duan, ChengXiang Zhai, Jinxing Cheng, Rohit Kumar
2013	A*	`conf`	Understanding evolution of research themes: a probabilistic generative model for citations. KDD Xiaolong Wang, ChengXiang Zhai, Dan Roth
2013	A	`conf`	Unsupervised identification of synonymous query intent templates for attribute intents. CIKM Yanen Li, Bo-June Paul Hsu, ChengXiang Zhai
2012	—	`conf`	A Discriminative Model for Query Spelling Correction with Latent Structural SVM. EMNLP-CoNLL Huizhong Duan, Yanen Li, ChengXiang Zhai, Dan Roth
2012	A	`conf`	A Log-Logistic Model-Based Interpretation of TF Normalization of BM25. ECIR Yuanhua Lv, ChengXiang Zhai
2012	—	`ch.`	A Survey of Text Classification Algorithms. Mining Text Data Charu C. Aggarwal, ChengXiang Zhai
2012	—	`ch.`	A Survey of Text Clustering Algorithms. Mining Text Data Charu C. Aggarwal, ChengXiang Zhai
2012	A*	`conf`	A generalized hidden Markov model with discriminative training for query spelling correction. SIGIR Yanen Li, Huizhong Duan, ChengXiang Zhai
2012	—	`ch.`	An Introduction to Text Mining. Mining Text Data Charu C. Aggarwal, ChengXiang Zhai
2012	A	`conf`	Axiomatic Analysis of Translation Language Model for Information Retrieval. ECIR Maryam Karimzadehgan, ChengXiang Zhai
2012	A	`conf`	BiasTrust: teaching biased users about controversial topics. CIKM V. G. Vinod Vydiswaran, ChengXiang Zhai, Dan Roth, Peter Pirolli
2012	—	`conf`	Building enriched web page representations using link paths. HT Tim Weninger, ChengXiang Zhai, Jiawei Han
2012	A	`conf`	Click patterns: an empirical representation of complex query intents. CIKM Huizhong Duan, Emre Kiciman, ChengXiang Zhai
2012	—	`conf`	CloudSpeller: query spelling correction by using a unified hidden markov model with web-scale resources. WWW (Companion Volume) Yanen Li, Huizhong Duan, ChengXiang Zhai
2012	—	`conf`	Enriching text representation with frequent pattern mining for probabilistic topic modeling. ASIST Hyun Duk Kim, Dae Hoon Park, Yue Lu, ChengXiang Zhai
2012	—	`conf`	FindiLike: preference driven entity search. WWW (Companion Volume) Kavita Ganesan, ChengXiang Zhai
2012	A	`conf`	InCaToMi: integrative causal topic miner between textual and non-textual time series data. CIKM Hyun Duk Kim, ChengXiang Zhai, Thomas A. Rietz, Daniel Diermeier, Meichun Hsu, Malú Castellanos, Carlos Ceja Limon
2012	J	`jnl`	Integer linear programming for Constrained Multi-Aspect Committee Review Assignment. Inf. Process. Manag. Maryam Karimzadehgan, ChengXiang Zhai
2012	J	`jnl`	Leveraging medical thesauri and physician feedback for improving medical literature retrieval for case queries. J. Am. Medical Informatics Assoc. Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn
2012	A*	`conf`	Micropinion generation: an unsupervised approach to generating ultra-concise summaries of opinions. WWW Kavita Ganesan, ChengXiang Zhai, Evelyne Viegas
2012	—	`book`	Mining Text Data Charu C. Aggarwal, ChengXiang Zhai
2012	A	`conf`	Mining long-lasting exploratory user interests from search history. CIKM Bin Tan, Yuanhua Lv, ChengXiang Zhai
2012	J	`jnl`	Opinion-based entity ranking. Inf. Retr. Kavita Ganesan, ChengXiang Zhai
2012	—	`conf`	Predicting future popularity trend of events in microblogging platforms. ASIST Manish Gupta, Jing Gao, ChengXiang Zhai, Jiawei Han
2012	J	`jnl`	Preference-based Graphic Models for Collaborative Filtering CoRR Rong Jin, Luo Si, ChengXiang Zhai
2012	A	`conf`	Query likelihood with negative query generation. CIKM Yuanhua Lv, ChengXiang Zhai
2012	A	`conf`	Reliability Prediction of Webpages in the Medical Domain. ECIR Parikshit Sondhi, V. G. Vinod Vydiswaran, ChengXiang Zhai
2012	A	`conf`	Score Transformation in Linear Combination for Multi-criteria Relevance Ranking. ECIR Shima Gerani, ChengXiang Zhai, Fabio Crestani
2012	A*	`conf`	SympGraph: a framework for mining clinical notes through symptom relation graphs. KDD Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai
2012	A	`conf`	Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries. WSDM Alexander Kotov, ChengXiang Zhai
2012	—	`conf`	Unbiased learning of controversial topics. ASIST V. G. Vinod Vydiswaran, ChengXiang Zhai, Dan Roth, Peter Pirolli
2012	A	`conf`	Unsupervised discovery of opposing opinion networks from forum discussions. CIKM Yue Lu, Hongning Wang, ChengXiang Zhai, Dan Roth
2011	A*	`conf`	A boosting approach to improving pseudo-relevance feedback. SIGIR Yuanhua Lv, ChengXiang Zhai, Wan Chen
2011	A	`conf`	Adaptive term frequency normalization for BM25. CIKM Yuanhua Lv, ChengXiang Zhai
2011	A*	`conf`	Automatic construction of a context-aware sentiment lexicon: an optimization approach. WWW Yue Lu, Malú Castellanos, Umeshwar Dayal, ChengXiang Zhai
2011	A	`conf`	Automatic query reformulation with syntactic operators to alleviate search difficulty. CIKM Huizhong Duan, Rui Li, ChengXiang Zhai
2011	Misc	`conf`	Axiomatic Analysis and Optimization of Information Retrieval Models. ICTIR ChengXiang Zhai
2011	J	`jnl`	BeeSpace Navigator: exploratory analysis of gene function using semantic indexing of biological literature. Nucleic Acids Res. Moushumi Sen Sarma, David Arcoleo, Radhika S. Khetani, Brant W. Chee, Xu Ling, Xin He, Jing Jiang, Qiaozhu Mei, ChengXiang Zhai, Bruce R. Schatz
2011	A*	`conf`	Beyond search: statistical topic models for text analysis. SIGIR ChengXiang Zhai
2011	A*	`conf`	Content-driven trust propagation framework. KDD V. G. Vinod Vydiswaran, ChengXiang Zhai, Dan Roth
2011	J	`jnl`	Diagnostic Evaluation of Information Retrieval Models. ACM Trans. Inf. Syst. Hui Fang, Tao Tao, ChengXiang Zhai
2011	J	`jnl`	Efficient Keyword-Based Search for Top-K Cells in Text Cube. IEEE Trans. Knowl. Data Eng. Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai, Ashok N. Srivastava, Nikunj C. Oza
2011	A	`conf`	Exploiting Thread Structures to Improve Smoothing of Language Models for Forum Post Retrieval. ECIR Huizhong Duan, ChengXiang Zhai
2011	A*	`conf`	Geographical topic discovery and comparison. WWW Zhijun Yin, Liangliang Cao, Jiawei Han, ChengXiang Zhai, Thomas S. Huang
2011	A	`conf`	Improving retrieval accuracy of difficult queries through generalizing negative document language models. CIKM Maryam Karimzadehgan, ChengXiang Zhai
2011	A	`conf`	Interactive sense feedback for difficult queries. CIKM Alexander Kotov, ChengXiang Zhai
2011	J	`jnl`	Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA. Inf. Retr. Yue Lu, Qiaozhu Mei, ChengXiang Zhai
2011	A*	`conf`	LPTA: A Probabilistic Model for Latent Periodic Topic Analysis. ICDM Zhijun Yin, Liangliang Cao, Jiawei Han, ChengXiang Zhai, Thomas S. Huang
2011	A*	`conf`	Latent aspect rating analysis without aspect keyword supervision. KDD Hongning Wang, Yue Lu, ChengXiang Zhai
2011	A*	`conf`	Learning online discussion structures by conditional random fields. SIGIR Hongning Wang, Chi Wang, ChengXiang Zhai, Jiawei Han
2011	A	`conf`	Lower-bounding term frequency normalization. CIKM Yuanhua Lv, ChengXiang Zhai
2011	—	`conf`	MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells. CIDU Duo Zhang, ChengXiang Zhai, Jiawei Han
2011	A	`conf`	Mining named entities with temporally correlated bursts from multilingual web news streams. WSDM Alexander Kotov, ChengXiang Zhai, Richard Sproat
2011	A*	`conf`	Structural Topic Model for Latent Topical Structure Analysis. ACL Hongning Wang, Duo Zhang, ChengXiang Zhai
2011	A*	`conf`	Unsupervised query segmentation using clickthrough for information retrieval. SIGIR Yanen Li, Bo-June Paul Hsu, ChengXiang Zhai, Kuansan Wang
2011	A*	`conf`	When documents are very long, BM25 fails! SIGIR Yuanhua Lv, ChengXiang Zhai
2010	A	`conf`	Aggregation of Multiple Judgments for Evaluating Ordered Lists. ECIR Hyun Duk Kim, ChengXiang Zhai, Jiawei Han
2010	J	`jnl`	BSQA: integrated text mining using entity relation semantics extracted from biological literature of insects. Nucleic Acids Res. Xin He, Yanen Li, Radhika S. Khetani, Barry Sanders, Yue Lu, Xu Ling, ChengXiang Zhai, Bruce R. Schatz
2010	A*	`conf`	Cross-Lingual Latent Topic Extraction. ACL Duo Zhang, Qiaozhu Mei, ChengXiang Zhai
2010	J	`jnl`	Discovery of gene network variability across samples representing multiple classes. Int. J. Bioinform. Res. Appl. Younhee Ko, ChengXiang Zhai, Sandra L. Rodriguez-Zas
2010	A*	`conf`	Estimation of statistical translation models based on mutual information for ad hoc information retrieval. SIGIR Maryam Karimzadehgan, ChengXiang Zhai
2010	B	`conf`	Exploiting Structured Ontology to Organize Scattered Online Opinions. COLING Yue Lu, Huizhong Duan, Hongning Wang, ChengXiang Zhai
2010	A	`conf`	Exploration-exploitation tradeoff in interactive relevance feedback. CIKM Maryam Karimzadehgan, ChengXiang Zhai
2010	J	`jnl`	Identifying overrepresented concepts in gene lists from literature: a statistical approach based on Poisson mixture model. BMC Bioinform. Xin He, Moushumi Sen Sarma, Xu Ling, Brant W. Chee, ChengXiang Zhai, Bruce R. Schatz
2010	A	`conf`	Improving one-class collaborative filtering by incorporating rich user information. CIKM Yanen Li, Jia Hu, ChengXiang Zhai, Ye Chen
2010	J	`jnl`	Introduction to special issue on learning to rank for information retrieval. Inf. Retr. Tie-Yan Liu, Thorsten Joachims, Hang Li, ChengXiang Zhai
2010	—	`conf`	Keyword Search in Text Cube: Finding Top-k Aggregated Cell Documents. CIDU Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai
2010	A*	`conf`	Latent aspect rating analysis on review text data: a rating regression approach. KDD Hongning Wang, Yue Lu, ChengXiang Zhai
2010	—	`conf`	Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li
2010	B	`conf`	Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions. COLING Kavita Ganesan, ChengXiang Zhai, Jiawei Han
2010	A	`conf`	PTM: probabilistic topic mapping model for mining parallel document collections. CIKM Duo Zhang, Jimeng Sun, ChengXiang Zhai, Abhijit Bose, Nikos Anerousis
2010	A*	`conf`	Positional relevance model for pseudo-relevance feedback. SIGIR Yuanhua Lv, ChengXiang Zhai
2010	—	`conf`	Shallow Information Extraction from Medical Forum Data. COLING (Posters) Parikshit Sondhi, Manish Gupta, ChengXiang Zhai, Julia Hockenmaier
2010	A*	`conf`	Summarizing Contrastive Viewpoints in Opinionated Text. EMNLP Michael J. Paul, ChengXiang Zhai, Roxana Girju
2010	A*	`conf`	TopCells: Keyword-based search of top-k aggregated documents in text cube. ICDE Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, ChengXiang Zhai
2010	A*	`conf`	Towards natural question guided search. WWW Alexander Kotov, ChengXiang Zhai
2010	J	`jnl`	Web N-gram workshop 2010. SIGIR Forum ChengXiang Zhai, Kuansan Wang, David Yarowsky, Stephan Vogel, Evelyne Viegas
2009	—	`conf`	A Study of Term Proximity and Document Weighting Normalization in Pseudo Relevance Feedback--UIUC at TREC 2009 Million Query Track. TREC Yuanhua Lv, Jing He, V. G. Vinod Vydiswaran, Kavita Ganesan, ChengXiang Zhai
2009	A	`conf`	A comparative study of methods for estimating query language models with pseudo feedback. CIKM Yuanhua Lv, ChengXiang Zhai
2009	A	`conf`	Adaptive Clustering of Search Results. UMAP Xuehua Shen, ChengXiang Zhai, Nicholas J. Belkin
2009	A	`conf`	Adaptive relevance feedback in information retrieval. CIKM Yuanhua Lv, ChengXiang Zhai
2009	J	`jnl`	An empirical study of gene synonym query expansion in biomedical information retrieval. Inf. Retr. Yue Lu, Hui Fang, ChengXiang Zhai
2009	C	`conf`	Assured Information Sharing Life Cycle. ISI Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic
2009	A	`conf`	Beyond hyperlinks: organizing information footprints in search logs to support effective browsing. CIKM Xuanhui Wang, Bin Tan, Azadeh Shakery, ChengXiang Zhai
2009	A	`conf`	Constrained multi-aspect expertise matching for committee review assignment. CIKM Maryam Karimzadehgan, ChengXiang Zhai
2009	A	`conf`	Evaluation of methods for relative comparison of retrieval systems based on clickthroughs. CIKM Jing He, ChengXiang Zhai, Xiaoming Li
2009	—	`conf`	Finding Related Entities by Retrieving Relations: UIUC at TREC 2009 Entity Track. TREC V. G. Vinod Vydiswaran, Kavita Ganesan, Yuanhua Lv, Jing He, ChengXiang Zhai
2009	A	`conf`	Generating comparative summaries of contradictory opinions in text. CIKM Hyun Duk Kim, ChengXiang Zhai
2009	J	`jnl`	Inference of gene pathways using mixture Bayesian networks. BMC Syst. Biol. Younhee Ko, ChengXiang Zhai, Sandra L. Rodriguez-Zas
2009	J	`jnl`	Learning to rank for information retrieval (LR4IR 2009). SIGIR Forum Hang Li, Tie-Yan Liu, ChengXiang Zhai
2009	—	`conf`	Massive Implicit Feedback: Organizing Search Logs into Topic Maps for Collaborative Surfing. UIIR@SIGIR Xuanhui Wang, ChengXiang Zhai
2009	A*	`conf`	Parallel PathFinder Algorithms for Mining Structures from Graphs. ICDM Samson Hauguel, ChengXiang Zhai, Jiawei Han
2009	A*	`conf`	Positional language models for information retrieval. SIGIR Yuanhua Lv, ChengXiang Zhai
2009	A*	`ed.`	Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009 SIGIR James Allan, Javed A. Aslam, Mark Sanderson, ChengXiang Zhai, Justin Zobel
2009	A*	`conf`	Rated aspect summarization of short comments. WWW Yue Lu, ChengXiang Zhai, Neel Sundaresan
2009	A	`conf`	Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases. SDM Duo Zhang, ChengXiang Zhai, Jiawei Han
2009	J	`jnl`	Topic modeling for OLAP on multidimensional text databases: topic cube and its applications. Stat. Anal. Data Min. Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza
2009	—	`ch.`	Web Search Relevance Feedback. Encyclopedia of Database Systems Hui Fang, ChengXiang Zhai
2009	—	`ch.`	Web Search Result De-duplication and Clustering. Encyclopedia of Database Systems Xuehua Shen, ChengXiang Zhai
2009	J	`jnl`	iNextCube: Information Network-Enhanced Text Cube. Proc. VLDB Endow. Yintao Yu, Cindy Xide Lin, Yizhou Sun, Chen Chen, Jiawei Han, Binbin Liao, Tianyi Wu, ChengXiang Zhai, Duo Zhang, Bo Zhao
2008	—	`conf`	A Study of Adaptive Relevance Feedback - UIUC TREC 2008 Relevance Feedback Experiments. TREC Yuanhua Lv, ChengXiang Zhai
2008	A*	`conf`	A general optimization framework for smoothing language models on graph structures. SIGIR Qiaozhu Mei, Duo Zhang, ChengXiang Zhai
2008	A*	`conf`	A study of methods for negative relevance feedback. SIGIR Xuanhui Wang, Hui Fang, ChengXiang Zhai
2008	J	`jnl`	DirichletRank: Solving the zero-one gap problem of PageRank. ACM Trans. Inf. Syst. Xuanhui Wang, Tao Tao, Jian-Tao Sun, Azadeh Shakery, ChengXiang Zhai
2008	A*	`conf`	Generating Impact-Based Summaries for Scientific Literature. ACL Qiaozhu Mei, ChengXiang Zhai
2008	J	`jnl`	Learning to rank for information retrieval (LR4IR 2008). SIGIR Forum Hang Li, Tie-Yan Liu, ChengXiang Zhai
2008	A*	`conf`	Mining multi-faceted overviews of arbitrary topics in a text collection. KDD Xu Ling, Qiaozhu Mei, ChengXiang Zhai, Bruce R. Schatz
2008	A	`conf`	Mining term association patterns from search logs for effective query reformulation. CIKM Xuanhui Wang, ChengXiang Zhai
2008	A	`conf`	Modeling hidden topics on document manifold. CIKM Deng Cai, Qiaozhu Mei, Jiawei Han, ChengXiang Zhai
2008	A	`conf`	Multi-aspect expertise matching for review assignment. CIKM Maryam Karimzadehgan, ChengXiang Zhai, Geneva G. Belford
2008	J	`jnl`	Multi-label literature classification based on the Gene Ontology graph. BMC Bioinform. Bo Jin, Brian Muller, ChengXiang Zhai, Xinghua Lu
2008	—	`conf`	Opinion Summarization Using Entity Features and Probabilistic Sentence Coherence Optimization: UIUC at TAC 2008 Opinion Summarization Pilot. TAC Hyun Duk Kim, Dae Hoon Park, V. G. Vinod Vydiswaran, ChengXiang Zhai
2008	A*	`conf`	Opinion integration through semi-supervised topic modeling. WWW Yue Lu, ChengXiang Zhai
2008	B	`conf`	Ranking Database Queries with User Feedback: A Neural Network Approach. DASFAA Ganesh Agarwal, Nevedita Mallick, Srinivasan Turuvekere, ChengXiang Zhai
2008	J	`jnl`	Smoothing document language models with probabilistic term count propagation. Inf. Retr. Azadeh Shakery, ChengXiang Zhai
2008	—	`book`	Statistical Language Models for Information Retrieval ChengXiang Zhai
2008	J	`jnl`	Statistical Language Models for Information Retrieval: A Critical Review. Found. Trends Inf. Retr. ChengXiang Zhai
2008	A*	`conf`	Topic modeling with network regularization. WWW Qiaozhu Mei, Deng Cai, Duo Zhang, ChengXiang Zhai
2007	—	`conf`	A Systematic Exploration of the Feature Space for Relation Extraction. HLT-NAACL Jing Jiang, ChengXiang Zhai
2007	A*	`conf`	A study of Poisson query generation model for information retrieval. SIGIR Qiaozhu Mei, Hui Fang, ChengXiang Zhai
2007	A	`conf`	A two-stage approach to domain adaptation for statistical classifiers. CIKM Jing Jiang, ChengXiang Zhai
2007	J	`jnl`	An empirical study of tokenization strategies for biomedical information retrieval. Inf. Retr. Jing Jiang, ChengXiang Zhai
2007	A*	`conf`	An exploration of proximity measures in information retrieval. SIGIR Tao Tao, ChengXiang Zhai
2007	A*	`conf`	Automatic labeling of multinomial topic models. KDD Qiaozhu Mei, Xuehua Shen, ChengXiang Zhai
2007	A*	`conf`	Collaborative Wrapping: A Turbo Framework for Web Data Extraction. ICDE Shui-Lung Chuang, Kevin Chen-Chuan Chang, ChengXiang Zhai
2007	A*	`conf`	Context-Aware Wrapping: Synchronized Data Extraction. VLDB Shui-Lung Chuang, Kevin Chen-Chuan Chang, ChengXiang Zhai
2007	J	`jnl`	Generating gene summaries from biomedical literature: A study of semi-structured summarization. Inf. Process. Manag. Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai, Bruce R. Schatz
2007	—	`ed.`	Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, April 22-27, 2007, Rochester, New York, USA HLT-NAACL Candace L. Sidner, Tanja Schultz, Matthew Stone, ChengXiang Zhai
2007	A	`conf`	Improve retrieval accuracy for difficult queries using negative feedback. CIKM Xuanhui Wang, Hui Fang, ChengXiang Zhai
2007	—	`conf`	Inference of Gene Pathways Using Gaussian Mixture Models. BIBM Younhee Ko, ChengXiang Zhai, Sandra L. Rodriguez-Zas
2007	A*	`conf`	Instance Weighting for Domain Adaptation in NLP. ACL Jing Jiang, ChengXiang Zhai
2007	—	`conf`	Language Models for Genomics Information Retrieval: UIUC at TREC 2007 Genomics Track. TREC Yue Lu, Jing Jiang, Xu Ling, Xin He, ChengXiang Zhai
2007	A*	`conf`	Learn from web search logs to organize search results. SIGIR Xuanhui Wang, ChengXiang Zhai
2007	J	`jnl`	Learning to rank for information retrieval (LR4IR 2007). SIGIR Forum Thorsten Joachims, Hang Li, Tie-Yan Liu, ChengXiang Zhai
2007	J	`jnl`	Meeting of the MINDS: an information retrieval research agenda. SIGIR Forum Jamie Callan, James Allan, Charles L. A. Clarke, Susan T. Dumais, David A. Evans, Mark Sanderson, ChengXiang Zhai
2007	A*	`conf`	Mining correlated bursty topic patterns from coordinated text streams. KDD Xuanhui Wang, ChengXiang Zhai, Xiao Hu, Richard Sproat
2007	J	`jnl`	Privacy protection in personalized search. SIGIR Forum Xuehua Shen, Bin Tan, ChengXiang Zhai
2007	A	`conf`	Probabilistic Models for Expert Finding. ECIR Hui Fang, ChengXiang Zhai
2007	J	`jnl`	Semantic annotation of frequent patterns. ACM Trans. Knowl. Discov. Data Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, ChengXiang Zhai
2007	—	`conf`	Statistical Language Models for Information Retrieval. HLT-NAACL (Tutorial Abstracts) ChengXiang Zhai
2007	A*	`conf`	Term feedback for information retrieval with language models. SIGIR Bin Tan, Atulya Velivelli, Hui Fang, ChengXiang Zhai
2007	A*	`conf`	Topic sentiment mixture: modeling facets and opinions in weblogs. WWW Qiaozhu Mei, Xu Ling, Matthew Wondra, Hang Su, ChengXiang Zhai
2006	A*	`conf`	A mixture model for contextual text mining. KDD Qiaozhu Mei, ChengXiang Zhai
2006	A*	`conf`	A probabilistic approach to spatiotemporal theme pattern mining on weblogs. WWW Qiaozhu Mei, Chao Liu, Hang Su, ChengXiang Zhai
2006	A	`conf`	A probabilistic relevance propagation model for hypertext retrieval. CIKM Azadeh Shakery, ChengXiang Zhai
2006	J	`jnl`	A risk minimization framework for information retrieval. Inf. Process. Manag. ChengXiang Zhai, John D. Lafferty
2006	J	`jnl`	A study of mixture models for collaborative filtering. Inf. Retr. Rong Jin, Luo Si, ChengXiang Zhai
2006	Misc	`conf`	Automatically Generating Gene Summaries from Biomedical Literature. Pacific Symposium on Biocomputing Xu Ling, Jing Jiang, Xin He, Qiaozhu Mei, ChengXiang Zhai, Bruce R. Schatz
2006	A	`conf`	Best-k queries on database systems. CIKM Tao Tao, ChengXiang Zhai
2006	—	`conf`	Exploiting Domain Structure for Named Entity Recognition. HLT-NAACL Jing Jiang, ChengXiang Zhai
2006	J	`jnl`	Extraction of coherent relevant passages using hidden Markov models. ACM Trans. Inf. Syst. Jing Jiang, ChengXiang Zhai
2006	A*	`conf`	Generating semantic annotations for frequent patterns with context analysis. KDD Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, ChengXiang Zhai
2006	—	`conf`	Have things changed now?: an empirical study of bug characteristics in modern open source software. ASID Zhenmin Li, Lin Tan, Xuanhui Wang, Shan Lu, Yuanyuan Zhou, ChengXiang Zhai
2006	—	`conf`	Language Model Information Retrieval with Document Expansion. HLT-NAACL Tao Tao, Xuanhui Wang, Qiaozhu Mei, ChengXiang Zhai
2006	—	`conf`	Language Models for Expert Finding--UIUC TREC 2006 Enterprise Track Experiments. TREC Hui Fang, Lixin Zhou, ChengXiang Zhai
2006	A*	`conf`	Latent semantic analysis for multiple-type interrelated data objects. SIGIR Xuanhui Wang, Jian-Tao Sun, Zheng Chen, ChengXiang Zhai
2006	A*	`conf`	Mining long-term search history to improve search accuracy. KDD Bin Tan, Xuehua Shen, ChengXiang Zhai
2006	A*	`conf`	Named Entity Transliteration with Comparable Corpora. ACL Richard Sproat, Tao Tao, ChengXiang Zhai
2006	A*	`conf`	Regularized estimation of mixture models for robust pseudo-relevance feedback. SIGIR Tao Tao, ChengXiang Zhai
2006	J	`jnl`	Research Paper: Enhancing Text Categorization with Semantic-enriched Representation and Training Data Augmentation. J. Am. Medical Informatics Assoc. Xinghua Lu, Bin Zheng, Atulya Velivelli, ChengXiang Zhai
2006	—	`conf`	Robust Pseudo Feedback Estimation and HMM Passage Extraction: UIUC at TREC 2006 Genomics Track. TREC Jing Jiang, Xin He, ChengXiang Zhai
2006	A*	`conf`	Semantic term matching in axiomatic approaches to information retrieval. SIGIR Hui Fang, ChengXiang Zhai
2006	A*	`conf`	Unsupervised Named Entity Transliteration Using Temporal and Phonetic Correlation. EMNLP Tao Tao, Su-Youn Yoon, Andrew Fister, Richard Sproat, ChengXiang Zhai
2005	A	`conf`	Accurate language model estimation with document expansion. CIKM Tao Tao, Xuanhui Wang, Qiaozhu Mei, ChengXiang Zhai
2005	A	`conf`	Accurately extracting coherent relevant passages using hidden Markov models. CIKM Jing Jiang, ChengXiang Zhai
2005	A*	`conf`	Active feedback in ad hoc information retrieval. SIGIR Xuehua Shen, ChengXiang Zhai
2005	—	`conf`	An Axiomatic Approach to IR--UIUC TREC 2005 Robust Track Experiments. TREC Hui Fang, ChengXiang Zhai
2005	A*	`conf`	An exploration of axiomatic approaches to information retrieval. SIGIR Hui Fang, ChengXiang Zhai
2005	A*	`conf`	Context-sensitive information retrieval using implicit feedback. SIGIR Xuehua Shen, Bin Tan, ChengXiang Zhai
2005	A*	`conf`	Discovering evolutionary theme patterns from text: an exploration of temporal text mining. KDD Qiaozhu Mei, ChengXiang Zhai
2005	A	`conf`	Implicit user modeling for personalized search. CIKM Xuehua Shen, Bin Tan, ChengXiang Zhai
2005	—	`conf`	Interactive Construction of Query Language Models - UIUC TREC 2005 HARD Track Experiments. TREC Bin Tan, Atulya Velivelli, Hui Fang, ChengXiang Zhai
2005	A*	`conf`	Mining comparable bilingual text corpora for cross-language information integration. KDD Tao Tao, ChengXiang Zhai
2005	A*	`conf`	UCAIR: a personalized search toolbar. SIGIR Xuehua Shen, Bin Tan, ChengXiang Zhai
2005	—	`conf`	UIUC/MUSC at TREC 2005 Genomics Track. TREC ChengXiang Zhai, Xu Ling, Xin He, Atulya Velivelli, Xuanhui Wang, Hui Fang, Azadeh Shakery, Xinghua Lu
2004	A*	`conf`	A cross-collection mixture model for comparative text mining. KDD ChengXiang Zhai, Atulya Velivelli, Bei Yu
2004	A*	`conf`	A formal study of information retrieval heuristics. SIGIR Hui Fang, Tao Tao, ChengXiang Zhai
2004	A*	`conf`	A session-based search engine. SIGIR Smitha Sriram, Xuehua Shen, ChengXiang Zhai
2004	J	`jnl`	A study of smoothing methods for language models applied to information retrieval. ACM Trans. Inf. Syst. ChengXiang Zhai, John D. Lafferty
2004	A*	`conf`	A two-stage mixture model for pseudo feedback. SIGIR Tao Tao, ChengXiang Zhai
2004	A*	`conf`	ACES: a contextual engine for search. SIGIR Xuehua Shen, Smitha Sriram, ChengXiang Zhai
2004	A	`conf`	Audio segment retrieval using a short duration example query. ICME Atulya Velivelli, ChengXiang Zhai, Thomas S. Huang
2004	J	`jnl`	Automatic annotation of protein motif function with Gene Ontology terms. BMC Bioinform. Xinghua Lu, ChengXiang Zhai, Vanathi Gopalakrishnan, Bruce G. Buchanan
2004	A	`ed.`	Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004 CIKM David A. Grossman, Luis Gravano, ChengXiang Zhai, Otthein Herzog, David A. Evans
2004	—	`conf`	Subspace Clustering for Microarray Data Analysis: Multiple Criteria and Significance Assessment. CSB Hui Fang, ChengXiang Zhai, Lei Liu, Jiong Yang
2004	—	`conf`	UIUC in HARD 2004--Passage Retrieval Using HMMs. TREC Jing Jiang, ChengXiang Zhai
2003	—	`conf`	Active Feedback - UIUC TREC-2003 HARD Experiments. TREC Xuehua Shen, ChengXiang Zhai
2003	A*	`conf`	Beyond independent relevance: methods and evaluation metrics for subtopic retrieval. SIGIR ChengXiang Zhai, William W. Cohen, John D. Lafferty
2003	—	`conf`	Building Data Integration Systems: A Mass Collaboration Approach. WebDB Robert McCann, AnHai Doan, Vanitha Varadarajan, Alexander Kramnik, ChengXiang Zhai
2003	J	`jnl`	Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum James Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai
2003	A	`conf`	Collaborative filtering with decoupled models for preferences and ratings. CIKM Rong Jin, Luo Si, ChengXiang Zhai, James P. Callan
2003	A*	`conf`	Error analysis of difficult TREC topics. SIGIR Xiao Hu, Sindhura Bandhakavi, ChengXiang Zhai
2003	A*	`conf`	Exploiting query history for document ranking in interactive information retrieval. SIGIR Xuehua Shen, ChengXiang Zhai
2003	—	`conf`	Improving the Robustness of Language Models - UIUC TREC 2003 Robust and Genomics Experiments. TREC ChengXiang Zhai, Tao Tao, Hui Fang, Zhidi Shang
2003	—	`conf`	Information retrieval for OCR documents: a content-based probabilistic correction model. DRR Rong Jin, ChengXiang Zhai, Alexander G. Hauptmann
2003	A	`conf`	Preference-based Graphic Models for Collaborative Filtering. UAI Rong Jin, Luo Si, ChengXiang Zhai
2003	—	`conf`	Relevance Propagation for Topic Distillation UIUC TREC 2003 Web Track Experiments. TREC Azadeh Shakery, ChengXiang Zhai
2003	A	`conf`	Text classification from positive and unlabeled documents. CIKM Hwanjo Yu, ChengXiang Zhai, Jiawei Han
2002	J	`jnl`	Database Research at the University of Illinois at Urbana-Champaign. SIGMOD Rec. Marianne Winslett, Kevin Chen-Chuan Chang, AnHai Doan, Jiawei Han, ChengXiang Zhai, Yuanyuan Zhou
2002	J	`jnl`	Risk minimization and language modeling in text retrieval dissertation abstract. SIGIR Forum ChengXiang Zhai
2002	A*	`conf`	Title language model for information retrieval. SIGIR Rong Jin, Alexander G. Hauptmann, ChengXiang Zhai
2002	A*	`conf`	Two-stage language models for information retrieval. SIGIR ChengXiang Zhai, John D. Lafferty
2001	A*	`conf`	A Study of Smoothing Methods for Language Models Applied to Ad Hoc Information Retrieval. SIGIR ChengXiang Zhai, John D. Lafferty
2001	A*	`conf`	Document Language Models, Query Models, and Risk Minimization for Information Retrieval. SIGIR John D. Lafferty, ChengXiang Zhai
2001	A	`conf`	Model-based Feedback in the Language Modeling Approach to Information Retrieval. CIKM ChengXiang Zhai, John D. Lafferty
2000	A*	`conf`	Exploration of a heuristic approach to threshold learning in adaptive filtering. SIGIR ChengXiang Zhai, Peter Jansen, David A. Evans
1999	—	`conf`	CLARIT TREC-8 Manual Ad-Hoc Experiments. TREC David A. Evans, Jeffrey Bennett, Xiang Tong, Alison Huettner, ChengXiang Zhai, Emilia Stoica
1999	—	`conf`	Optimization in CLARIT TREC-8 Adaptive Filtering. TREC ChengXiang Zhai, Peter Jansen, Norbert Roma, Emilia Stoica, David A. Evans
1998	—	`conf`	Threshold Calibration in CLARIT Adaptive Filtering. TREC ChengXiang Zhai, Peter Jansen, Emilia Stoica, Norbert Grot, David A. Evans
1997	J	`jnl`	Exploiting Context to Identify Lexical Atoms - A Statistical View of Linguistic Context CoRR ChengXiang Zhai
1997	J	`jnl`	Fast Statistical Parsing of Noun Phrases for Document Indexing CoRR ChengXiang Zhai
1997	—	`conf`	Fast Statistical Parsing of Noun Phrases for Document Indexing. ANLP ChengXiang Zhai
1996	—	`conf`	CLARIT Compound Queries and Constraint-Controlled Feedback in TREC-5 Ad-Hoc Experiments. TREC Natasa Milic-Frayling, David A. Evans, Xiang Tong, ChengXiang Zhai
1996	—	`conf`	Evaluation of Syntactic Phrase Indexing -- CLARIT NLP Track Report. TREC Xiang Tong, ChengXiang Zhai, Natasa Milic-Frayling, David A. Evans
1996	—	`conf`	Experiments on Chinese Text Indexing -- CLARIT TREC-5 Chinese Track Report. TREC Xiang Tong, ChengXiang Zhai, Natasa Milic-Frayling, David A. Evans
1996	J	`jnl`	Noun-Phrase Analysis in Unrestricted Text for Information Retrieval CoRR David A. Evans, ChengXiang Zhai
1996	A*	`conf`	Noun-Phrase Analysis in Unrestricted Text for Information Retrieval. ACL David A. Evans, ChengXiang Zhai
1996	—	`conf`	OCR Correction and Query Expansion for Retrieval on OCR Data -- CLARIT TREC-5 Confusion Track Report. TREC Xiang Tong, ChengXiang Zhai, Natasa Milic-Frayling, David A. Evans
1995	—	`conf`	CLARIT TREC-4 Interactive Experiments. TREC Natasa Milic-Frayling, Michael P. Mastroianni, David A. Evans, Robert G. Lefferts, ChengXiang Zhai, Xiang Tong
1990	J	`jnl`	Preliminary ideas of a conceptual programming language. ACM SIGPLAN Notices ChengXiang Zhai
1988	J	`jnl`	The kernel of Modula-2 integrated environment. ACM SIGSOFT Softw. Eng. Notes Guoliang Zheng, ChengXiang Zhai