2015 · Science
Machine learning: Trends, perspectives, and prospects
9,898 citationsRead
Most cited
331 papers in total1998
Combining labeled and unlabeled data with co-training
5,493 citationsRead
2000 · Machine Learning
Text Classification from Labeled and Unlabeled Documents using EM
2,736 citationsRead
2010 · Proceedings of the AAAI Conference on Artificial Intelligence
Toward an Architecture for Never-Ending Language Learning
1,931 citationsRead
2001 · Science
Global Analysis of Protein Activities Using Proteome Chips
1,881 citationsRead
2008 · NeuroImage
Machine learning classifiers and fMRI: A tutorial overview
1,625 citationsRead
Newest first
331 papers in total2024
- Protecting scientific integrity in an age of generative AIProceedings of the National Academy of Sciences · 87 citations
- Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring SystemLecture notes in computer science · 42 citations
- Automated Generation and Tagging of Knowledge Components from Multiple-Choice QuestionsACM Conference on Learning @ Scale (L@S) · 18 citations
2023
- The Internal State of an LLM Knows When It’s Lying164 citations
- Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manualsneural information processing systems · 9 citations
- Zero-shot Triplet Extraction by Template InfillingInternational Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) · 9 citations
2022
- Combining computational controls with natural text reveals aspects of meaning compositionNature Computational Science · 64 citations
- Fringe News Networks: Dynamics of US News Viewership following the 2020 Presidential ElectionACM Web Science Conference (WebSci) · 22 citations
- Gender bias, social bias, and representation in Bollywood and HollywoodPatterns · 9 citations
2021
- Screen2Vec: Semantic Embedding of GUI Screens and GUI ComponentsCHI Conference on Human Factors in Computing Systems · 69 citations
- We Don't Speak the Same Language: Interpreting Polarization through Machine TranslationProceedings of the AAAI Conference on Artificial Intelligence · 39 citations
- Conversational Neuro-Symbolic Commonsense ReasoningAAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 36 citations
- Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic RulesConference on Empirical Methods in Natural Language Processing (EMNLP) · 12 citations
2020
- Multi-Modal Repairs of Conversational Breakdowns in Task-Oriented DialogsACM Symposium on User Interface Software and Technology (UIST) · 98 citations
- When is Deep Learning the Best Approach to Knowledge Tracing?Journal of Educational Data Mining · 63 citations
- Interactive Task Learning from GUI-Grounded Natural Language Instructions and DemonstrationsAnnual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL Demo) · 22 citations
2019
- Competence-based Curriculum Learning for Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 303 citations
- Toward Electrophysiology-Based Intelligent Adaptive Deep Brain Stimulation for Movement DisordersNeurotherapeutics · 136 citations
- Learning Data Manipulation for Augmentation and WeightingarXiv (Cornell University) · 59 citations
- The lexical semantics of adjective–noun phrases in the human brainHuman Brain Mapping · 40 citations
- Relating Simple Sentence Representations in Deep Neural Networks and the BrainAnnual Meeting of the Association for Computational Linguistics (ACL) · 23 citations
- Discourse in Multimedia: A Case Study in Extracting Geometry Knowledge from TextbooksComputational Linguistics · 23 citations
- Understanding language-elicited EEG data by predicting it from a fine-tuned language modelConference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 15 citations
- An agent for learning new natural language commandsAutonomous Agents and Multi-Agent Systems · 9 citations
2018
- What Can Machines Learn and What Does It Mean for Occupations and the Economy?AEA Papers and Proceedings · 673 citations
- Never-ending learningCommunications of the ACM · 506 citations
- Random Walk Inference and Learning in A Large Scale Knowledge BaseFigshare · 482 citations
- Contextual Parameter Generation for Universal Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP) · 144 citations
- Weakly Supervised Training of Semantic Parsers124 citations
- Classifying instantaneous cognitive states from fMRI dataPubMed · 114 citations
Research in numbers
From OpenAlex- article99
- conference paper75
- book chapter14
- report5
- preprint4
- Conference on Empirical Methods in Natural Language Processing (EMNLP)11
- Elsevier eBooks6
- Machine Learning6
- International Joint Conference on Artificial Intelligence6
- Proceedings of the AAAI Conference on Artificial Intelligence5
- Partha Pratim Talukdar22
- Sebastian Thrun10
- Marcel Adam Just10
- Estevam Rafael Hruschka Junior9
- Jayant Krishnamurthy9
Experience and education
2026Manchester Metropolitan University
2017 to 2020University of California, Riverside
2015University of Minnesota
2009Universidade Federal de São Carlos
2008University of South Carolina
2001North Carolina State University
2000University of California, Los Angeles
2000University of Pittsburgh
1979 to 1986Rutgers, The State University of New Jersey
1979University of New Brunswick