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Chitta Baral

  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 · 143 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  2. Lila: A Unified Benchmark for Mathematical Reasoning
    2022/10/31 by Swaroop Mishra, Mishra, Swaroop, Matthew Finlayson +19 · 1 voice · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  3. Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
    2022/04/16 by Yizhong Wang, Wang, Yizhong, Swaroop Mishra +77 · 66 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  4. Cross-Task Generalization via Natural Language Crowdsourcing Instructions
    2021/04/18 by Swaroop Mishra, Mishra, Swaroop, Daniel Khashabi +5 · 35 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Topic Modeling #Multimodal Machine Learning Applications
  5. Language-Conditioned Imitation Learning for Robot Manipulation Tasks
    2020/10/22 by Simon Stepputtis, Stepputtis, Simon, Joseph Campbell +9 · 14 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  6. LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
    2024/04/23 by Mihir Parmar, Parmar, Mihir, Nisarg Patel +13 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  7. Chaos with Keywords: Exposing Large Language Models Sycophantic Hallucination to Misleading Keywords and Evaluating Defense Strategies
    2024/06/06 by Aswin Rrv, RRV, Aswin, Nemika Tyagi +7 · 14 citations
    Computer Science · #Information and Cyber Security #Topic Modeling
  8. TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
    2024/11/04 by Maitreya Patel, Patel, Maitreya, Abhiram Kusumba +11 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  9. NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
    2022/04/12 by Swaroop Mishra, Mishra, Swaroop, Arindam Mitra +11 · 7 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 #Text Readability and Simplification #Topic Modeling
  10. Benchmarking Spatial Relationships in Text-to-Image Generation
    2022/12/20 by Tejas Gokhale, Hamid Palangi, Gokhale, Tejas +13 · 7 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  11. Dr.ICL: Demonstration-Retrieved In-context Learning
    2023/05/23 by Man Luo, Luo, Man, Xin Xu +13 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
  12. Getting it Right: Improving Spatial Consistency in Text-to-Image Models
    2024/04/01 by Agneet Chatterjee, Chatterjee, Agneet, Gabriela Ben Melech Stan +19 · 1 voice · 4 citations
    Computer Science · Engineering · Social Sciences · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #cs.CV
  13. Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark
    2024/10/06 by Himanshu Gupta, Shreyas Verma, Gupta, Himanshu +11 · 9 citations
    Computer Science · Social Sciences · #Intelligent Tutoring Systems and Adaptive Learning #Mathematics Education and Teaching Techniques
  14. Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?
    2024/07/20 by Nemika Tyagi, Tyagi, Nemika, Mihir Parmar +13 · 8 citations
    Computer Science · Business, Management and Accounting · #Constraint Satisfaction and Optimization #AI-based Problem Solving and Planning #Business Process Modeling and Analysis
  15. Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models
    2023/10/02 by Man Luo, Luo, Man, Shrinidhi Kumbhar +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  16. Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings
    2022/03/01 by Neeraj Varshney, Swaroop Mishra, Varshney, Neeraj +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
  17. UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization
    2024/07/03 by Md Nayem Uddin, Amir Saeidi, Uddin, Md Nayem +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  18. Cutting Through the Noise: Boosting LLM Performance on Math Word Problems
    2024/05/30 by Ujjwala Anantheswaran, Himanshu Gupta, Anantheswaran, Ujjwala +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  19. MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering
    2020/09/18 by Tejas Gokhale, Gokhale, Tejas, Pratyay Banerjee +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  20. Attribute-Guided Adversarial Training for Robustness to Natural Perturbations
    2020/12/03 by Tejas Gokhale, Gokhale, Tejas, Rushil Anirudh +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation
    2023/08/16 by Srija Macherla, Man Luo, Macherla, Srija +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  22. REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models
    2024/08/05 by Agneet Chatterjee, Chatterjee, Agneet, Yiran Luo +7 · 4 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies
  23. Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
    2025/02/08 by Venkatesh Mishra, Mishra, Venkatesh, Bimsara Pathiraja +13 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Legal Education and Practice Innovations
  24. "John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility
    2022/10/14 by Himanshu Gupta, Gupta, Himanshu, Neeraj Varshney +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models
    2023/06/07 by Maitreya Patel, Patel, Maitreya, Tejas Gokhale +5 · 2 citations
    Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge
    2015/11/10 by Somak Aditya, Aditya, Somak, Yezhou Yang +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  27. Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning
    2020/03/11 by Zhiyuan Fang, Fang, Zhiyuan, Tejas Gokhale +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Topic Modeling
  28. Imitation Learning of Robot Policies by Combining Language, Vision and Demonstration
    2019/11/26 by Simon Stepputtis, Stepputtis, Simon, Joseph Campbell +7 · 1 citation
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  29. Encoding Petri Nets in Answer Set Programming for Simulation Based\n Reasoning
    2013/06/14 by Saadat Anwar, Chitta Baral, Anwar, Saadat +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  30. DQI: Measuring Data Quality in NLP
    2020/05/02 by Swaroop Mishra, Mishra, Swaroop, Anjana Arunkumar +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  31. TarGEN: Targeted Data Generation with Large Language Models
    2023/10/27 by Himanshu Gupta, Kevin Scaria, Gupta, Himanshu +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  32. 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks
    2021/03/27 by Man Luo, Luo, Man, Shailaja Keyur Sampat +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  33. Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans?
    2022/11/23 by Neeraj Varshney, Varshney, Neeraj, Man Luo +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  34. ILDAE: Instance-Level Difficulty Analysis of Evaluation Data
    2022/03/07 by Neeraj Varshney, Varshney, Neeraj, Swaroop Mishra +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning and Data Classification
  35. BioTABQA: Instruction Learning for Biomedical Table Question Answering
    2022/07/06 by Man Luo, Sharad Saxena, Luo, Man +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Text and Document Classification Technologies #Topic Modeling
  36. CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering
    2022/11/07 by Maitreya Patel, Patel, Maitreya, Tejas Gokhale +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  37. Map&Make: Schema Guided Text to Table Generation
    2025/05/29 by Naman Ahuja, Fenil Bardoliya, Ahuja, Naman +5 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Advanced Text Analysis Techniques #Biomedical Text Mining and Ontologies
  38. ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions
    2024/10/17 by Shailaja Keyur Sampat, Sampat, Shailaja Keyur, Yezhou Yang +3 · 1 citation
    Computer Science · #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
  39. VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks
    2024/10/17 by Shailaja Keyur Sampat, Mutsumi Nakamura, Sampat, Shailaja Keyur +10 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies
  40. ToW: Thoughts of Words Improve Reasoning in Large Language Models
    2024/10/21 by Zhikun Xu, Xu, Zhikun, Ming Shen +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  41. ThinkTuning: Instilling Cognitive Reflections without Distillation
    2025/08/11 by Aswin RRV, RRV, Aswin, Jacob Dineen +11 · 6 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Machine Learning (cs.LG)