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Ashish Sabharwal

  1. The Illusion of State in State-Space Models
    2024/04/12 by William Merrill, Jackson Petty, Merrill, William +3 · 3 voices · 48 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Adversarial Robustness in Machine Learning
  2. Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
    2018/03/14 by Peter E. Clark, Isaac Cowhey, Clark, Peter +11 · 718 citations
    Computer Science · #Topic Modeling #Logic, Reasoning, and Knowledge #Natural Language Processing Techniques
  3. 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
  4. Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
    2018/09/08 by Todor Mihaylov, Peter Clark, Mihaylov, Todor +6 · 274 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  5. The Expressive Power of Transformers with Chain of Thought
    2023/10/11 by William Merrill, Merrill, William, Ashish Sabharwal +1 · 2 voices · 44 citations
    Computer Science · #Scientific Research and Philosophical Inquiry
  6. MuSiQue: Multihop Questions via Single-hop Question Composition
    2021/08/02 by Harsh Trivedi, Trivedi, Harsh, Niranjan Balasubramanian +5 · 218 citations
    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
  7. Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
    2022/12/20 by Harsh Trivedi, Trivedi, Harsh, Niranjan Balasubramanian +5 · 168 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. Decomposed Prompting: A Modular Approach for Solving Complex Tasks
    2022/10/05 by Tushar Khot, Harsh Trivedi, Khot, Tushar +11 · 82 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  9. Lila: A Unified Benchmark for Mathematical Reasoning
    2022/10/31 by Swaroop Mishra, Matthew Finlayson, Mishra, Swaroop +19 · 1 voice · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  10. Complexity-Based Prompting for Multi-Step Reasoning
    2022/10/03 by Yao Fu, Fu, Yao, Hao Peng +7 · 40 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  11. ADaPT: As-Needed Decomposition and Planning with Language Models
    2023/11/08 by Archiki Prasad, Prasad, Archiki, Alexander Koller +11 · 35 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  12. AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
    2024/07/26 by Harsh Trivedi, Tushar Khot, Trivedi, Harsh +15 · 43 citations
    Social Sciences · Engineering · #Multimedia Communication and Technology #Smart Parking Systems Research
  13. Specializing Smaller Language Models towards Multi-Step Reasoning
    2023/01/30 by Yao Fu, Hao Peng, Fu, Yao +7 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  14. Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs
    2023/11/08 by Shashank Gupta, Vaishnavi Shrivastava, Gupta, Shashank +11 · 34 citations
    Psychology · Computer Science · Social Sciences · #Digital Mental Health Interventions #Persona Design and Applications #Ethics and Social Impacts of AI
  15. The Parallelism Tradeoff: Limitations of Log-Precision Transformers
    2022/07/02 by William Merrill, Merrill, William, Ashish Sabharwal +1 · 22 citations
    Computer Science · Engineering · #Machine Learning and Algorithms #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
  16. Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge
    2021/02/05 by Sumithra Bhakthavatsalam, Daniel Khashabi, Bhakthavatsalam, Sumithra +16 · 7 citations
    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
  17. DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
    2024/07/01 by Bodhisattwa Prasad Majumder, Harshit Surana, Majumder, Bodhisattwa Prasad +17 · 14 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Advanced Database Systems and Queries
  18. Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
    2024/07/21 by Sarah Wiegreffe, Oyvind Tafjord, Wiegreffe, Sarah +7 · 1 voice · 12 citations
    Neuroscience · Psychology · Arts and Humanities · #Cognitive Science and Education Research #Language, Metaphor, and Cognition #Discourse Analysis in Language Studies
  19. Improving Language Models via Plug-and-Play Retrieval Feedback
    2023/05/23 by Wenhao Yu, Yu, Wenhao, Zhihan Zhang +7 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  20. A Little Depth Goes a Long Way: The Expressive Power of Log-Depth Transformers
    2025/03/05 by William Merrill, Merrill, William, Ashish Sabharwal +1 · 19 citations
    Computer Science · Engineering · #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  21. SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories
    2024/09/11 by Ben Bogin, Kejuan Yang, Bogin, Ben +13 · 9 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Semantic Web and Ontologies
  22. Adversarial Filters of Dataset Biases
    2020/02/10 by Ronan Le Bras, Bras, Ronan Le, Swabha Swayamdipta +11 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  23. IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions
    2023/05/23 by Wenhao Yu, Yu, Wenhao, Meng Jiang +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. Multi-Modal Answer Validation for Knowledge-Based VQA
    2021/03/23 by Jialin Wu, Jiasen Lu, Wu, Jialin +5 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  25. Closing the Curious Case of Neural Text Degeneration
    2023/10/02 by Matthew Finlayson, John K. Hewitt, John Hewitt +8 · 1 voice · 3 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  26. Repurposing Entailment for Multi-Hop Question Answering Tasks
    2019/04/20 by Harsh Trivedi, Trivedi, Harsh, Hee Young Kwon +7 · 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
  27. Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts
    2021/12/15 by Daniel Khashabi, Shane Lyu, Khashabi, Daniel +19 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  28. AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
    2025/06/30 by D. P. Agarwal, Agarwal, Dhruv, Bodhisattwa Prasad Majumder +17 · 5 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
  29. AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
    2025/10/24 by Jonathan Bragg, Bragg, Jonathan, Mike D'Arcy +75 · 2 voices · 3 citations
    #cs.AI #cs.CL
  30. QuaRel: A Dataset and Models for Answering Questions about Qualitative\n Relationships
    2018/11/19 by Oyvind Tafjord, Peter Clark, Tafjord, Oyvind +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project
    2019/09/04 by Peter Clark, Clark, Peter, Oren Etzioni +26 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  32. Text Modular Networks: Learning to Decompose Tasks in the Language of\n Existing Models
    2020/09/01 by Tushar Khot, Daniel Khashabi, Khot, Tushar +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  33. Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability
    2021/12/16 by Kyle Richardson, Richardson, Kyle, Ashish Sabharwal +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Natural Language Processing Techniques #Topic Modeling
  34. On the Possibilities and Limitations of Multi-hop Reasoning Under Linguistic Imperfections
    2019/01/08 by Daniel Khashabi, Erfan Sadeqi Azer, Khashabi, Daniel +7 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Logic, Reasoning, and Knowledge
  35. Approximating the Permanent by Sampling from Adaptive Partitions
    2019/11/26 by Jonathan Kuck, Tri Dao, Kuck, Jonathan +7 · 1 citation
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Blind Source Separation Techniques #Bayesian Modeling and Causal Inference
  36. Transformers as Transducers
    2024/04/02 by Lena Strobl, Dana Angluin, Strobl, Lena +7 · 1 citation
    Computer Science · #Neural Networks and Applications
  37. Towards Efficient Discrete Integration via Adaptive Quantile Queries
    2019/10/13 by Fan Ding, Hanjing Wang, Ding, Fan +5 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  38. On the Reasoning Abilities of Masked Diffusion Language Models
    2025/10/15 by Anej Svete, Svete, Anej, Ashish Sabharwal +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  39. Leveraging In-Context Learning for Language Model Agents
    2025/06/16 by Shivanshu Gupta, Sameer Singh, Gupta, Shivanshu +7 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques