ChengXiang Zhai
Orcid: 0000-0002-6434-3702Affiliations:
- University of Illinois Urbana-Champaign, IL, USA
According to our database1,
ChengXiang Zhai
authored at least 428 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2017, "For contributions to information retrieval and text data mining".
Timeline
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Online presence:
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Bibliography
2024
Prejudice and Caprice: A Statistical Framework for Measuring Social Discrimination in Large Language Models.
CoRR, 2024
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement.
CoRR, 2024
CoRR, 2024
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, 2024
CharmBana: Progressive Responses with Real-Time Internet Search for Knowledge-Powered Conversations.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Scaling Collaborative Learning: Using the Community Digital Library to Enrich Course Content.
Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders.
CoRR, 2023
Dense Sparse Retrieval: Using Sparse Language Models for Inference Efficient Dense Retrieval.
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency.
Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023
Quick Dense Retrievers Consume KALE: Post Training KullbackLeibler Alignment of Embeddings for Asymmetrical dual encoders.
Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes.
Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023
Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond.
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Augmenting nutritional metabolomics with a genome-scale metabolic model for assessment of diet intake.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Structural and Textual Information Fusion for Symptom and Disease Representation Learning.
IEEE Trans. Knowl. Data Eng., 2022
CoRR, 2022
Differential Query Semantic Analysis: Discovery of Explicit Interpretable Knowledge from E-Com Search Logs.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022
Drink Bleach or Do What Now? COVID-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022
An Optimization Approach to Automatic Construction of Browsable Concept Index for Organizing Online Educational Content.
Proceedings of the IEEE International Conference on Knowledge Graph, 2022
Proceedings of the Social Computing and Social Media: Design, User Experience and Impact, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Advances in Information Retrieval, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
DarkJargon.net: A Platform for Understanding Underground Conversation with Latent Meaning.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
An Exploration of Tester-based Evaluation of User Simulators for Comparing Interactive Retrieval Systems.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
Proceedings of the L@S'21: Eighth ACM Conference on Learning @ Scale, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Advances in Information Retrieval, 2021
Proceedings of the Advances in Information Retrieval, 2021
Team Skeletor at Touché 2021: Argument Retrieval and Visualization for Controversial Questions.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Inf. Retr. J., 2020
A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities.
CoRR, 2020
Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation.
CoRR, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
FigExplorer: A System for Retrieval and Exploration of Figures from Collections of Research Articles.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Collective Development of Large Scale Data Science Products via Modularized Assignments: An Experience Report.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020
CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion Forums.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020
Proceedings of the Natural Legal Language Processing Workshop 2020 co-located with the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020), 2020
Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Empirical Analysis of Impact of Query-Specific Customization of nDCG: A Case-Study with Learning-to-Rank Methods.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Cooperative Reasoning on Knowledge Graph and Corpus: A Multi-agentReinforcement Learning Approach.
CoRR, 2019
Quantifying and Visualizing the Demand and Supply Gap from E-commerce Search Data using Topic Models.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Help Me Search: Leveraging User-System Collaboration for Query Construction to Improve Accuracy for Difficult Queries.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
LiveDataLab: A Cloud-Based Platform to Facilitate Hands-on Data Science Education at Scale.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
A Generative Model for Discovering Action-Based Roles and Community Role Compositions on Community Question Answering Platforms.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the Advances in Information Retrieval, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
SIGKDD Explor., 2018
CoRR, 2018
Proceedings of the 2018 Workshop on Privacy in the Electronic Society, 2018
Proceedings of the 2018 IEEE Symposium on Visual Languages and Human-Centric Computing, 2018
LinkSO: a dataset for learning to retrieve similar question answer pairs on software development forums.
Proceedings of the 4th ACM SIGSOFT International Workshop on NLP for Software Engineering, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
CLaDS: a cloud-based virtual lab for the delivery of scalable hands-on assignments for practical data science education.
Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education, 2018
Proceedings of the 11th International Conference on Educational Data Mining, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
A Study of Smoothing Methods for Language Models Applied to Ad Hoc Information Retrieval.
SIGIR Forum, 2017
Document Language Models, Query Models, and Risk Minimization for Information Retrieval.
SIGIR Forum, 2017
Report on the SIGIR 2017 Workshop on Axiomatic Thinking for Information Retrieval and Related Tasks (ATIR).
SIGIR Forum, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
A Probabilistic Approach for Discovering Difficult Course Topics Using Clickstream Data.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017
ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Information Retrieval Evaluation as Search Simulation: A General Formal Framework for IR Evaluation.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017
High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 10th International Conference on Educational Data Mining, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Temporal reflected logistic regression for probabilistic heart failure survival score prediction.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
HEMnet: Integration of Electronic Medical Records with Molecular Interaction Networks and Domain Knowledge for Survival Analysis.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Proceedings of the AMIA 2017, 2017
Towards Privacy-Preserving Evaluation for Information Retrieval Models Over Industry Data Sets.
Proceedings of the Information Retrieval Technology, 2017
Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
J. Assoc. Inf. Sci. Technol., 2016
IEEE Data Eng. Bull., 2016
Bioinform., 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Third ACM Conference on Learning @ Scale, 2016
Proceedings of the Third ACM Conference on Learning @ Scale, 2016
Blind Men and The Elephant: Thurstonian Pairwise Preference for Ranking in Crowdsourcing.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Generative Feature Language Models for Mining Implicit Features from Customer Reviews.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Mobile App Retrieval for Social Media Users via Inference of Implicit Intent in Social Media Text.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
A conditional probabilistic model for joint analysis of symptoms, diseases, and herbs in traditional Chinese medicine patient records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
PaReCat: Patient Record Subcategorization for Precision Traditional Chinese Medicine.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
SIGIR Forum, 2015
J. Assoc. Inf. Sci. Technol., 2015
Negative query generation: bridging the gap between query likelihood retrieval models and relevance.
Inf. Retr. J., 2015
OpinoFetch: a practical and efficient approach to collecting opinions on arbitrary entities.
Inf. Retr. J., 2015
Bioinform., 2015
MeSHLabeler: improving the accuracy of large-scale MeSH indexing by integrating diverse evidence.
Bioinform., 2015
Information Retrieval as Card Playing: A Formal Model for Optimizing Interactive Retrieval Interface.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
SpecLDA: Modeling Product Reviews and Specifications to Generate Augmented Specifications.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Engineering the Web in the Big Data Era - 15th International Conference, 2015
Axiomatic Analysis of Smoothing Methods in Language Models for Pseudo-Relevance Feedback.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Hotspots of news articles: Joint mining of news text & social media to discover controversial points in news.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Knowl. Inf. Syst., 2014
J. Assoc. Inf. Sci. Technol., 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
VIRLab: A Platform for Privacy-Preserving Evaluation for Information Retrieval Models.
Proceedings of the Proceeding of the 1st International Workshop on Privacy-Preserving IR: When Information Retrieval Meets Privacy and Security co-located with 37th Annual International ACM SIGIR conference, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
VIRLab: a web-based virtual lab for learning and studying information retrieval models.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
A Constrained Hidden Markov Model Approach for Non-Explicit Citation Context Extraction.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Mining Semi-Structured Online Knowledge Bases to Answer Natural Language Questions on Community QA Websites.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Unsupervised Feature Selection for Multi-View Clustering on Text-Image Web News Data.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
SideEffectPTM: an unsupervised topic model to mine adverse drug reactions from health forums.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
Proceedings of the Data Classification: Algorithms and Applications, 2014
2013
MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications.
Stat. Anal. Data Min., 2013
Proc. VLDB Endow., 2013
Leveraging comparable corpora for cross-lingual information retrieval in resource-lean language pairs.
Inf. Retr., 2013
A learning approach to optimizing exploration-exploitation tradeoff in relevance feedback.
Inf. Retr., 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013
Understanding evolution of research themes: a probabilistic generative model for citations.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the International Conference on the Theory of Information Retrieval, 2013
Proceedings of the International Conference on the Theory of Information Retrieval, 2013
Proceedings of the International Conference on the Theory of Information Retrieval, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Unsupervised identification of synonymous query intent templates for attribute intents.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Mining causal topics in text data: iterative topic modeling with time series feedback.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
FindiLike: a preference driven entity search engine for evaluating entity retrieval and opinion summarization.
Proceedings of the 2013 workshop on Living labs for information retrieval evaluation, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Leveraging medical thesauri and physician feedback for improving medical literature retrieval for case queries.
J. Am. Medical Informatics Assoc., 2012
Inf. Process. Manag., 2012
CloudSpeller: query spelling correction by using a unified hidden markov model with web-scale resources.
Proceedings of the 21st World Wide Web Conference, 2012
Micropinion generation: an unsupervised approach to generating ultra-concise summaries of opinions.
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the 21st World Wide Web Conference, 2012
Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
A generalized hidden Markov model with discriminative training for query spelling correction.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the Advances in Information Retrieval, 2012
Proceedings of the Advances in Information Retrieval, 2012
Proceedings of the Advances in Information Retrieval, 2012
Proceedings of the Advances in Information Retrieval, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
InCaToMi: integrative causal topic miner between textual and non-textual time series data.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Enriching text representation with frequent pattern mining for probabilistic topic modeling.
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Proceedings of the Mining Text Data, 2012
2011
IEEE Trans. Knowl. Data Eng., 2011
BeeSpace Navigator: exploratory analysis of gene function using semantic indexing of biological literature.
Nucleic Acids Res., 2011
Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA.
Inf. Retr., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Automatic construction of a context-aware sentiment lexicon: an optimization approach.
Proceedings of the 20th International Conference on World Wide Web, 2011
Mining named entities with temporally correlated bursts from multilingual web news streams.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the Advances in Information Retrieval Theory, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Exploiting Thread Structures to Improve Smoothing of Language Models for Forum Post Retrieval.
Proceedings of the Advances in Information Retrieval, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Improving retrieval accuracy of difficult queries through generalizing negative document language models.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Automatic query reformulation with syntactic operators to alleviate search difficulty.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
2010
BSQA: integrated text mining using entity relation semantics extracted from biological literature of insects.
Nucleic Acids Res., 2010
Inf. Retr., 2010
Int. J. Bioinform. Res. Appl., 2010
Identifying overrepresented concepts in gene lists from literature: a statistical approach based on Poisson mixture model.
BMC Bioinform., 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Estimation of statistical translation models based on mutual information for ad hoc information retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the Advances in Information Retrieval, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the COLING 2010, 2010
Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions.
Proceedings of the COLING 2010, 2010
Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Encyclopedia of Database Systems, 2009
Topic modeling for OLAP on multidimensional text databases: topic cube and its applications.
Stat. Anal. Data Min., 2009
An empirical study of gene synonym query expansion in biomedical information retrieval.
Inf. Retr., 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
A Study of Term Proximity and Document Weighting Normalization in Pseudo Relevance Feedback--UIUC at TREC 2009 Million Query Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Massive Implicit Feedback: Organizing Search Logs into Topic Maps for Collaborative Surfing.
Proceedings of the Workshop on Understanding the User, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2009
Proceedings of the ICDM 2009, 2009
Beyond hyperlinks: organizing information footprints in search logs to support effective browsing.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
A comparative study of methods for estimating query language models with pseudo feedback.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Evaluation of methods for relative comparison of retrieval systems based on clickthroughs.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02130-5, 2008
ACM Trans. Inf. Syst., 2008
Inf. Retr., 2008
Found. Trends Inf. Retr., 2008
BMC Bioinform., 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
A Study of Adaptive Relevance Feedback - UIUC TREC 2008 Relevance Feedback Experiments.
Proceedings of The Seventeenth Text REtrieval Conference, 2008
Opinion Summarization Using Entity Features and Probabilistic Sentence Coherence Optimization: UIUC at TAC 2008 Opinion Summarization Pilot.
Proceedings of the First Text Analysis Conference, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the Database Systems for Advanced Applications, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the ACL 2008, 2008
2007
Inf. Retr., 2007
Generating gene summaries from biomedical literature: A study of semi-structured summarization.
Inf. Process. Manag., 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Language Models for Genomics Information Retrieval: UIUC at TREC 2007 Genomics Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the Advances in Information Retrieval, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
2006
ACM Trans. Inf. Syst., 2006
Research Paper: Enhancing Text Categorization with Semantic-enriched Representation and Training Data Augmentation.
J. Am. Medical Informatics Assoc., 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Robust Pseudo Feedback Estimation and HMM Passage Extraction: UIUC at TREC 2006 Genomics Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006
Proceedings of the Fifteenth Text REtrieval Conference, 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the Biocomputing 2006, 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the EMNLP 2006, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Have things changed now?: an empirical study of bug characteristics in modern open source software.
Proceedings of the 1st Workshop on Architectural and System Support for Improving Software Dependability, 2006
Proceedings of the ACL 2006, 2006
2005
Proceedings of the Fourteenth Text REtrieval Conference, 2005
Interactive Construction of Query Language Models - UIUC TREC 2005 HARD Track Experiments.
Proceedings of the Fourteenth Text REtrieval Conference, 2005
Proceedings of the Fourteenth Text REtrieval Conference, 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Discovering evolutionary theme patterns from text: an exploration of temporal text mining.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
ACM Trans. Inf. Syst., 2004
BMC Bioinform., 2004
Proceedings of the Thirteenth Text REtrieval Conference, 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Audio segment retrieval using a short duration example query.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Subspace Clustering for Microarray Data Analysis: Multiple Criteria and Significance Assessment.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
2003
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, 2003
Proceedings of the International Workshop on Web and Databases, 2003
Proceedings of the UAI '03, 2003
Improving the Robustness of Language Models - UIUC TREC 2003 Robust and Genomics Experiments.
Proceedings of The Twelfth Text REtrieval Conference, 2003
Proceedings of The Twelfth Text REtrieval Conference, 2003
Proceedings of The Twelfth Text REtrieval Conference, 2003
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Information retrieval for OCR documents: a content-based probabilistic correction model.
Proceedings of the Document Recognition and Retrieval X, 2003
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003
2002
SIGMOD Rec., 2002
SIGIR Forum, 2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000
1999
Proceedings of The Eighth Text REtrieval Conference, 1999
Proceedings of The Eighth Text REtrieval Conference, 1999
1998
Threshold Calibration in CLARIT Adaptive Filtering.
Proceedings of The Seventh Text REtrieval Conference, 1998
1997
Exploiting Context to Identify Lexical Atoms - A Statistical View of Linguistic Context
CoRR, 1997
Proceedings of the 5th Applied Natural Language Processing Conference, 1997
1996
Proceedings of The Fifth Text REtrieval Conference, 1996
OCR Correction and Query Expansion for Retrieval on OCR Data -- CLARIT TREC-5 Confusion Track Report.
Proceedings of The Fifth Text REtrieval Conference, 1996
Proceedings of The Fifth Text REtrieval Conference, 1996
CLARIT Compound Queries and Constraint-Controlled Feedback in TREC-5 Ad-Hoc Experiments.
Proceedings of The Fifth Text REtrieval Conference, 1996
Proceedings of the 34th Annual Meeting of the Association for Computational Linguistics, 1996
1995
CLARIT TREC-4 Interactive Experiments.
Proceedings of The Fourth Text REtrieval Conference, 1995
1990
1988