Sotabase

Career

· Senior Research Scientist, Google2018–2024
· Professor / Visiting Professor, Carnegie Mellon University, Machine Learning Department2002–
· Employee/Researcher, Whizbang Labs2000–2002
· Research Scientist, AT&T Bell Labs / AT&T Labs-Research1990–

Publications (444)

Fast Effective Rule Induction
International Conference on Machine Learning · 1995
4,431
cited
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Conference on Empirical Methods in Natural Language Processing · 2018
3,782
cited
The preparation and properties of two new chromogenic substrates of trypsin.
Archives of Biochemistry and Biophysics · 1961
3,160
cited
Revisiting Semi-Supervised Learning with Graph Embeddings
International Conference on Machine Learning · 2016
2,379
cited
A Comparison of String Distance Metrics for Name-Matching Tasks
IIWeb · 2003
1,735
cited
PubMedQA: A Dataset for Biomedical Research Question Answering
Conference on Empirical Methods in Natural Language Processing · 2019
1,343
cited
Recommendation as Classification: Using Social and Content-Based Information in Recommendation
AAAI/IAAI · 1998
1,220
cited
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
Trans. Mach. Learn. Res. · 2022
1,128
cited
Never-Ending Learning
AAAI Conference on Artificial Intelligence · 2015
1,103
cited
Conformant Planning via Symbolic Model Checking
Journal of Artificial Intelligence Research · 2000
965
cited
Semi-Markov Conditional Random Fields for Information Extraction
Neural Information Processing Systems · 2004
751
cited
Differentiable Learning of Logical Rules for Knowledge Base Reasoning
Neural Information Processing Systems · 2017
709
cited
Context-sensitive learning methods for text categorization
ACM Trans. Inf. Syst. · 1999
694
cited
Random Walk Inference and Learning in A Large Scale Knowledge Base
Conference on Empirical Methods in Natural Language Processing · 2011
655
cited
Relational retrieval using a combination of path-constrained random walks
Machine-mediated learning · 2010
646
cited
A Comparison of String Metrics for Matching Names and Records
2003
600
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
Adaptive Name Matching in Information Integration
IEEE Intelligent Systems · 2003
557
cited
Learning Rules that Classify E-Mail
1996
515
cited
Good Semi-supervised Learning That Requires a Bad GAN
Neural Information Processing Systems · 2017
501
cited
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