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ChengXiang Zhai

University of Illinois at Urbana-Champaign

information extraction

social network

personalization

recommendation system

computational social science

response prediction

social media

sentiment analysis

user modeling

question answering

summarization

curriculum learning

cross-lingual transfer

natural language processing

information retrieval

15

presentations

21

number of views

SHORT BIO

ChengXiang Zhai (http://czhai.cs.illinois.edu) is a Donald Biggar Willett Professor in Engineering of Department of Computer Science at the University of Illinois at Urbana-Champaign (UIUC), where he also holds a joint appointment at Carl R. Woese Institute for Genomic Biology, Department of Statistics, and School of Information Sciences. His research interests include intelligent information retrieval, text mining, natural language processing, machine learning, and their applications. He has published over 300 papers in these areas. He has two MOOCs on Coursera on Information Retrieval (IR) and Text Mining, respectively. He has given many tutorials, including a tutorial on Statistical Language Models for IR at HLT-NAACL’04, SIGIR’05, SIGIR’06, and HLT-NAACL’07, a tutorial on Axiomatic Analysis and Optimization of IR Models at ICTIR’13 and SIGIR’14, a handson tutorial on MeTA Toolkit for Text Retrieval and Mining at KDD’17, a tutorial on Probabilistic Topic Models for Text Data Retrieval and Analysis at SIGIR’17 and SIGIR’18, and a tutorial on Interactive Information Retrieval: Models, Algorithms, and Evaluation at SIGIR’20. He served as Associate Editors for major journals in multiple areas including information retrieval (ACM TOIS, IPM), data mining (ACM TKDD), and medical informatics (BMC MIDM), Program Co-Chairs of NAACL HLT’07, SIGIR’09, and WWW’15, and Conference Co-Chairs of CIKM’16, WSDM’18, and IEEE BigData’20. He is an ACM Fellow and a member of the ACM SIGIR Academy. He received a number of awards, including ACM SIGIR Test of Time Award (three times), the 2004 Presidential Early Career Award for Scientists and Engineers (PECASE), an Alfred P. Sloan Research Fellowship, IBM Faculty Award, HP Innovation Research Award, Microsoft Beyond Search Research Award, UIUC Rose Award for Teaching Excellence, and UIUC Campus Award for Excellence in Graduate Student Mentoring. He has graduated 36 PhD students and over 50 master students.

Presentations

UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models

Xinyu Pi and 7 other authors

AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction

Bhavya Bhavya and 3 other authors

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting

Chenkai Sun and 6 other authors

Measuring the Effect of Influential Messages on Varying Personas

Chenkai Sun and 4 other authors

Incorporating Task-Specific Concept Knowledge into Script Learning

Chenkai Sun and 3 other authors

Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning

Jiayu Liu and 3 other authors

Language Model Pre-Training with Sparse Latent Typing

Liliang Ren and 5 other authors

CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval

Kung-Hsiang Huang and 2 other authors

Drink bleach or do what now? Covid-HeRA: A study of risk-informed health decision making in the presence of COVID19 misinformation

Arkin Dharawat and 3 other authors

Domain Representative Keywords Selection: A Probabilistic Approach

Pritom Saha Akash and 5 other authors

Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking

Tuan Lai and 2 other authors

Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries

Carl Edwards and 2 other authors

Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries

Carl Edwards and 2 other authors

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks

Tuan Lai and 2 other authors

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference

Tuan Lai and 3 other authors

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