Kevin Leyton‐Brown
- In-Context Retrieval-Augmented Language Models
2023/01/31 by Ori Ram, Ram, Ori, Yoav Levine +11 · 146 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- How malicious AI swarms can threaten democracy
2025/05/18 by Daniel Thilo Schroeder, Meeyoung Cha, Schroeder, Daniel Thilo +46 · 10 voices · 13 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Network Security and Intrusion Detection
- MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
2022/05/01 by Ehud Karpas, Omri Abend, Karpas, Ehud +31 · 27 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #AI-based Problem Solving and Planning
- Deep Models of Interactions Across Sets
2018/03/07 by Jason Hartford, Devon R. Graham, Hartford, Jason +5 · 12 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Machine Learning in Healthcare
- Parallel Context Windows for Large Language Models
2022/12/21 by Nir Ratner, Ratner, Nir, Yoav Levine +16 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Algorithm Runtime Prediction: Methods & Evaluation
2012/11/05 by Frank Hutter, Lin Xu, Hutter, Frank +5 · 5 citations
Computer Science · #68T20 #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #I.2.6 #I.2.8 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Performance (cs.PF) #Software Engineering Research
- Generating Benchmarks for Factuality Evaluation of Language Models
2023/07/13 by Dor Muhlgay, Muhlgay, Dor, Ori Ram +17 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- PMI-Masking: Principled masking of correlated spans
2020/10/05 by Yoav Levine, Levine, Yoav, Barak Lenz +11 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Empirically Evaluating Multiagent Learning Algorithms
2014/01/31 by Erik Zawadzki, Asher Lipson, Zawadzki, Erik +3 · 4 citations
Decision Sciences · Computer Science · #Game Theory and Applications #Auction Theory and Applications #Reinforcement Learning in Robotics
- Counterfactual Prediction with Deep Instrumental Variables Networks
2016/12/30 by Jason Hartford, Greg Lewis, Hartford, Jason +5 · 5 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning
- The Spotlight: A General Method for Discovering Systematic Errors in Deep Learning Models
2021/07/01 by Greg d'Eon, d'Eon, Greg, Jason d’Eon +5 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- ASlib: A Benchmark Library for Algorithm Selection
2015/06/08 by Bernd Bischl, Pascal Kerschke, Bischl, Bernd +19 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- The Perils of Learning Before Optimizing
2021/06/18 by Chris Cameron, Jason Hartford, Cameron, Chris +5 · 2 citations
Social Sciences · Engineering · Economics, Econometrics and Finance · #Transportation Planning and Optimization #Traffic Prediction and Management Techniques #Economic and Environmental Valuation
- Polynomial-time Computation of Exact Correlated Equilibrium in Compact\n Games
2010/11/01 by Albert Xin Jiang, Kevin Leyton‐Brown, Jiang, Albert Xin +1 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #68Q01 #Computational Complexity (cs.CC) #Computer Science and Game Theory (cs.GT) #Decision-Making and Behavioral Economics #Economic theories and models #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems #J.4
- What Can Natural Language Processing Do for Peer Review?
2024/05/10 by Ilia Kuznetsov, Kuznetsov, Ilia, Osama Mohammed Afzal +45 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Computational Analysis of Perfect-Information Position Auctions
2014/08/04 by David R. M. Thompson, Thompson, David R. M, Kevin Leyton‐Brown +1 · 1 citation
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Applications
- Standing on the Shoulders of Giant Frozen Language Models
2022/04/21 by Yoav Levine, Itay Dalmedigos, Levine, Yoav +23 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Exemplar Guided Active Learning
2020/11/02 by Jason Hartford, Hartford, Jason, Kevin Leyton‐Brown +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- Reasoning Models are Test Exploiters: Rethinking Multiple-Choice
2025/07/21 by Narun Raman, Taylor Lundy, Raman, Narun +3 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications