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Jonathan Berant

  1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 133 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  2. CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
    2018/11/02 by Alon Talmor, Talmor, Alon, Jonathan Herzig +5 · 240 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  3. Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
    2021/01/06 by Mor Geva, Geva, Mor, Daniel Khashabi +9 · 96 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
    2016/10/31 by Chen Liang, Liang, Chen, Jonathan Berant +7 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.LG
  5. Learning To Retrieve Prompts for In-Context Learning
    2021/12/16 by Ohad Rubin, Rubin, Ohad, Jonathan Herzig +3 · 52 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
    2024/10/10 by Amrith Setlur, Chirag Nagpal, Setlur, Amrith +15 · 70 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  7. Making Retrieval-Augmented Language Models Robust to Irrelevant Context
    2023/10/02 by Ori Yoran, Tomer Wolfson, Yoran, Ori +5 · 39 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  8. Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking
    2023/12/14 by Jacob Eisenstein, Chirag Nagpal, Eisenstein, Jacob +24 · 2 voices · 25 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.LG
  9. In-Context Learning with Long-Context Models: An In-Depth Exploration
    2024/04/30 by Amanda Bertsch, Maor Ivgi, Bertsch, Amanda +10 · 3 voices · 20 citations
    Computer Science · #Data Stream Mining Techniques #Machine Learning in Healthcare #Machine Learning and Data Classification
  10. From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
    2023/05/31 by Peter Shaw, Mandar Joshi, Shaw, Peter +15 · 1 voice · 12 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications #cs.CL #cs.CV #cs.HC #cs.LG
  11. Break It Down: A Question Understanding Benchmark
    2020/01/31 by Tomer Wolfson, Mor Geva, Wolfson, Tomer +11 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  12. Robust Preference Optimization through Reward Model Distillation
    2024/05/29 by Adam Fisch, Jacob Eisenstein, Fisch, Adam +13 · 2 voices · 16 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Technology and Data Analysis #cs.CL #cs.LG
  13. AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
    2024/07/22 by Ori Yoran, Samuel Joseph Amouyal, Yoran, Ori +9 · 24 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Peer-to-Peer Network Technologies #Semantic Web and Ontologies
  14. SCROLLS: Standardized CompaRison Over Long Language Sequences
    2022/01/10 by Uri Shaham, Elad Segal, Shaham, Uri +19 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  15. QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
    2022/05/25 by Samuel Joseph Amouyal, Tomer Wolfson, Amouyal, Samuel Joseph +9 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. Theoretical guarantees on the best-of-n alignment policy
    2024/01/03 by Ahmad Beirami, Alekh Agarwal, Beirami, Ahmad +11 · 16 citations
    Economics, Econometrics and Finance · Computer Science · #Sports Analytics and Performance #Explainable Artificial Intelligence (XAI) #Data Analysis with R
  17. Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
    2019/05/15 by Ben Bogin, Matt Gardner, Bogin, Ben +3 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  18. SmBoP: Semi-autoregressive Bottom-up Semantic Parsing
    2020/10/23 by Ohad Rubin, Rubin, Ohad, Jonathan Berant +1 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  19. Crawling the Internal Knowledge-Base of Language Models
    2023/01/30 by Roi Cohen, Cohen, Roi, Mor Geva +5 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  20. Language Generation with Recurrent Generative Adversarial Networks without Pre-training
    2017/06/05 by Ofir Press, Amir Bar, Press, Ofir +7 · 9 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  21. Grammar-based Neural Text-to-SQL Generation
    2019/05/30 by Kevin Lin, Ben Bogin, Lin, Kevin +7 · 5 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Scientific Computing and Data Management
  22. Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments
    2022/02/13 by Maor Ivgi, Yair Carmon, Ivgi, Maor +3 · 4 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Numerical Analysis (math.NA) #Topic Modeling
  23. Answering Questions by Meta-Reasoning over Multiple Chains of Thought
    2023/04/25 by Ori Yoran, Tomer Wolfson, Yoran, Ori +9 · 4 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Advanced Graph Neural Networks
  24. InfAlign: Inference-aware language model alignment
    2024/12/27 by Ananth Balashankar, Balashankar, Ananth, Ziteng Sun +21 · 2 voices · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #cs.CL #cs.IT #cs.LG
  25. What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary
    2022/12/20 by Ori Ram, Liat Bezalel, Ram, Ori +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  26. Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
    2023/10/04 by Ido Amos, Amos, Ido, Jonathan Berant +3 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
  27. Weakly Supervised Text-to-SQL Parsing through Question Decomposition
    2021/12/12 by Tomer Wolfson, Wolfson, Tomer, Daniel Deutch +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. Explaining Question Answering Models through Text Generation
    2020/04/12 by Veronica Latcinnik, Latcinnik, Veronica, Jonathan Berant +1 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  29. Don't lie to your friends: Learning what you know from collaborative self-play
    2025/03/18 by Jacob Eisenstein, Reza Aghajani, Eisenstein, Jacob +13 · 2 voices · 4 citations
    #cs.LG #cs.CL
  30. Learning Recurrent Span Representations for Extractive Question Answering
    2016/11/04 by Kenton Lee, Lee, Kenton, Shimi Salant +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Topic Modeling
  31. Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition
    2021/07/29 by Mor Geva, Geva, Mor, Tomer Wolfson +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. SEMQA: Semi-Extractive Multi-Source Question Answering
    2023/11/08 by Tal Schuster, Schuster, Tal, Adam D. Lelkes +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. Neural network gradient-based learning of black-box function interfaces
    2019/01/13 by Alon Jacovi, Jacovi, Alon, Guy Hadash +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  34. MultiQA: An Empirical Investigation of Generalization and Transfer in\n Reading Comprehension
    2019/05/31 by Alon Talmor, Talmor, Alon, Jonathan Berant +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  35. Cost-Optimal Active AI Model Evaluation
    2025/06/09 by Anastasios N. Angelopoulos, Jacob Eisenstein, Angelopoulos, Anastasios N. +7 · 2 voices · 3 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Machine Learning and Algorithms
  36. Evaluating Models' Local Decision Boundaries via Contrast Sets
    2020/04/06 by Matt Gardner, Gardner, Matt, Yoav Artzi +49 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  37. Transforming and Combining Rewards for Aligning Large Language Models
    2024/02/01 by Zihao Wang, Chirag Nagpal, Wang, Zihao +11 · 2 citations
    Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Natural Language Processing Techniques #Topic Modeling
  38. When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models
    2025/02/13 by Samuel Joseph Amouyal, Amouyal, Samuel Joseph, Aya Meltzer‐Asscher +3 · 2 citations
    Agricultural and Biological Sciences · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Child and Animal Learning Development #Computation and Language (cs.CL) #Diverse Educational Innovations Studies #FOS: Computer and information sciences
  39. Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval
    2023/06/23 by Ohad Rubin, Jonathan Berant, Rubin, Ohad +1 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  40. ALTA: Compiler-Based Analysis of Transformers
    2024/10/23 by Peter Shaw, Shaw, Peter, James Cohan +9 · 1 voice · 2 citations
    Computer Science · #Parallel Computing and Optimization Techniques #cs.AI #cs.CL #cs.LG
  41. Large Language Models for Psycholinguistic Plausibility Pretesting
    2024/02/08 by Samuel Joseph Amouyal, Amouyal, Samuel Joseph, Aya Meltzer‐Asscher +3 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  42. MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games
    2026/02/27 by Jacob Eisenstein, Fantine Huot, Adam Fisch +2 · 2 voices
    #cs.CL #cs.LG