Sotabase

Career

· Affiliate Professor, University of Illinois at Urbana-Champaign2023–
· Professor in Engineering, University of Illinois at Urbana-Champaign2005–

Publications (169)

A study of smoothing methods for language models applied to information retrieval
TOIS · 2004
1,399
cited
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2003
565
cited
Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions
International Conference on Computational Linguistics · 2010
560
cited
Context-sensitive information retrieval using implicit feedback
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2005
556
cited
Web Services Business Process Execution Language
Encyclopedia of Database Systems · 2009
520
cited
Geographical topic discovery and comparison
The Web Conference · 2011
338
cited
Web Data Mining
Encyclopedia of Database Systems · 2009
332
cited
AutoML to Date and Beyond: Challenges and Opportunities
ACM Computing Surveys · 2020
295
cited
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
SIGF · 2003
246
cited
Content‐based citation analysis: The next generation of citation analysis
J. Assoc. Inf. Sci. Technol. · 2014
237
cited
Probabilistic Relevance Models Based on Document and Query Generation
2003
221
cited
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries
Conference on Empirical Methods in Natural Language Processing · 2021
183
cited
Modeling hidden topics on document manifold
International Conference on Information and Knowledge Management · 2008
175
cited
Beyond Independent Relevance
SIGIR Forum · 2003
150
cited
Web Scraping
Encyclopedia of Database Systems · 2009
127
cited
Exploring Multi-Objective Exercise Recommendations in Online Education Systems
International Conference on Information and Knowledge Management · 2019
126
cited
Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases
SDM · 2009
104
cited
Biosystems Design by Machine Learning.
ACS Synthetic Biology · 2020
99
cited
Learning online discussion structures by conditional random fields
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2011
78
cited
Multi-task Learning for Multilingual Neural Machine Translation
Conference on Empirical Methods in Natural Language Processing · 2020
76
cited
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ChengXiang Zhai | Researcher Profile | Sotabase | Sotabase