Neural networks and adaptive computers : theory and methods of stochastic adaptive computation. - Huaiyu Zhu 001 (1993)

Bayesian invariant measurements of generalization. - Huaiyu Zhu 001; Richard Rohwer (Neural Process. Lett., 1995)

Bayesian Regression Filters and the Issue of Priors. - Huaiyu Zhu 001; Richard Rohwer (Neural Comput. Appl., 1996)

No Free Lunch for Cross-Validation. - Huaiyu Zhu 001; Richard Rohwer (Neural Comput., 1996)

A Possible Link between Artificial and Biological Neural Network Learning Rules. - Huaiyu Zhu 001 (ICONIP (1), 1997)

Anti-Predictable Sequences: Harder to Predict Than Random Sequences. - Huaiyu Zhu 001; Wolfgang Kinzel (Neural Comput., 1998)

Topic Learning from Few Examples. - Huaiyu Zhu 001; Shivakumar Vaithyanathan; Mahesh V. Joshi (PKDD, 2003)

Generalized Opinion Pooling. - Ashutosh Garg; T. S. Jayram; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (AI&M, 2004)

Avatar semantic search: a database approach to information retrieval. - Eser Kandogan; Rajasekar Krishnamurthy; Sriram Raghavan; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (SIGMOD Conference, 2006)

Avatar Information Extraction System. - T. S. Jayram; Rajasekar Krishnamurthy; Sriram Raghavan; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (IEEE Data Eng. Bull., 2006)

Navigating the intranet with high precision. - Huaiyu Zhu 001; Sriram Raghavan; Shivakumar Vaithyanathan; Alexander Löser (WWW, 2007)

An Algebraic Approach to Rule-Based Information Extraction. - Frederick Reiss 001; Sriram Raghavan; Rajasekar Krishnamurthy; Huaiyu Zhu 001; Shivakumar Vaithyanathan (ICDE, 2008)

SystemT: a system for declarative information extraction. - Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (SIGMOD Rec., 2008)

Towards a Scalable Enterprise Content Analytics Platform. - Kevin S. Beyer; Vuk Ercegovac; Rajasekar Krishnamurthy; Sriram Raghavan; Jun Rao; Frederick Reiss 001; Eugene J. Shekita; David E. Simmen; Sandeep Tata; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (IEEE Data Eng. Bull., 2009)

Web Information Extraction. - Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (Encyclopedia of Database Systems, 2009)

Facilitating pattern discovery for relation extraction with semantic-signature-based clustering. - Yunyao Li 001; Vivian Chu; Sebastian Blohm; Huaiyu Zhu 001; Howard Ho (CIKM, 2011)

The SystemT IDE: an integrated development environment for information extraction rules. - Laura Chiticariu; Vivian Chu; Sajib Dasgupta; Thilo W. Goetz; Howard Ho; Rajasekar Krishnamurthy; Alexander Lang; Yunyao Li 001; Bin Liu 002; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; et al. (SIGMOD Conference, 2011)

Provenance-based dictionary refinement in information extraction. - Sudeepa Roy 001; Laura Chiticariu; Vitaly Feldman; Frederick Reiss 001; Huaiyu Zhu 001 (SIGMOD Conference, 2013)

Hardware-accelerated text analytics. - Raphael Polig; Kubilay Atasu; Christoph Hagleitner; Laura Chiticariu; Frederick Reiss 001; Huaiyu Zhu 001; H. Peter Hofstee (Hot Chips Symposium, 2014)

Giving Text Analytics a Boost. - Raphael Polig; Kubilay Atasu; Laura Chiticariu; Christoph Hagleitner; H. Peter Hofstee; Frederick R. Reiss; Huaiyu Zhu 001; Eva Sitaridi (IEEE Micro, 2014)

Enterprise Search in the Big Data Era: Recent Developments and Open Challenges. - Yunyao Li 001; Ziyang Liu; Huaiyu Zhu 001 (Proc. VLDB Endow., 2014)

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. - Alan Akbik; Laura Chiticariu; Marina Danilevsky; Yunyao Li 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (ACL (1), 2015)

Multilingual Information Extraction with PolyglotIE. - Alan Akbik; Laura Chiticariu; Marina Danilevsky; Yonas Kbrom; Yunyao Li 001; Huaiyu Zhu 001 (COLING (Demos), 2016)

Towards Re-defining Relation Understanding in Financial Domain. - Chenguang Wang 001; Douglas Burdick; Laura Chiticariu; Rajasekar Krishnamurthy; Yunyao Li 001; Huaiyu Zhu 001 (DSMM@SIGMOD, 2017)

Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. - Shreyas Bharadwaj; Laura Chiticariu; Marina Danilevsky; Samarth Dhingra; Samved Divekar; Arnaldo Carreno-Fuentes; Himanshu Gupta; Nitin Gupta 005; Sang-Don Han; Mauricio A. Hernández; Howard Ho; Parag Jain; et al. (Proc. VLDB Endow., 2017)

SystemT: Declarative Text Understanding for Enterprise. - Laura Chiticariu; Marina Danilevsky; Yunyao Li 001; Frederick Reiss 001; Huaiyu Zhu 001 (NAACL-HLT (3), 2018)

A hardware compilation framework for text analytics queries. - Raphael Polig; Kubilay Atasu; Heiner Giefers; Christoph Hagleitner; Laura Chiticariu; Frederick Reiss 001; Huaiyu Zhu 001; H. Peter Hofstee (J. Parallel Distributed Comput., 2018)

Web Information Extraction. - Laura Chiticariu; Marina Danilevsky; Howard Ho; Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels. - Youxuan Jiang; Huaiyu Zhu 001; Jonathan K. Kummerfeld; Yunyao Li 001; Walter S. Lasecki (EMNLP (Findings), 2020)

CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. - Ishan Jindal; Yunyao Li 001; Siddhartha Brahma; Huaiyu Zhu 001 (EMNLP (Findings), 2020)

Small but Mighty: New Benchmarks for Split and Rephrase. - Li Zhang 039; Huaiyu Zhu 001; Siddhartha Brahma; Yunyao Li 001 (EMNLP (1), 2020)

Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation. - Ishan Jindal; Ranit Aharonov; Siddhartha Brahma; Huaiyu Zhu 001; Yunyao Li 001 (CoRR, 2020)

Development of an Enterprise-Grade Contract Understanding System. - Arvind Agarwal; Laura Chiticariu; Poornima Chozhiyath Raman; Marina Danilevsky; Diman Ghazi; Ankush Gupta; Shanmukha C. Guttula; Yannis Katsis; Rajasekar Krishnamurthy; Yunyao Li 001; Shubham Mudgal; Vitobha Munigala; et al. (NAACL-HLT (Industry Papers), 2021)

Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting. - Irene Li; Prithviraj Sen; Huaiyu Zhu 001; Yunyao Li 001; Dragomir R. Radev (RepL4NLP@ACL-IJCNLP, 2021)

Universal Proposition Bank 2.0. - Ishan Jindal; Alexandre Rademaker; Michal Ulewicz; Ha Linh; Huyen Nguyen; Khoi-Nguyen Tran; Huaiyu Zhu 001; Yunyao Li 001 (LREC, 2022)

PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation. - Ishan Jindal; Alexandre Rademaker; Khoi-Nguyen Tran; Huaiyu Zhu 001; Hiroshi Kanayama; Marina Danilevsky; Yunyao Li 001 (EACL (Findings), 2023)

mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems. - Yannis Katsis; Sara Rosenthal; Kshitij Fadnis; Chulaka Gunasekara; Young-Suk Lee 001; Lucian Popa 001; Vraj Shah; Huaiyu Zhu 001; Danish Contractor; Marina Danilevsky (Trans. Assoc. Comput. Linguistics, 2025)

A Library of LLM Intrinsics for Retrieval-Augmented Generation. - Marina Danilevsky; Kristjan Greenewald; R. Chulaka Gunasekara; Maeda F. Hanafi; Lihong He 001; Yannis Katsis; Krishnateja Killamsetty; Yatin Nandwani; Lucian Popa 001; Dinesh Raghu; Frederick Reiss 001; Vraj Shah; et al. (CoRR, 2025)