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Mrinmaya Sachan

  1. Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection
    2024/04/18 by Abhinav Lalwani, Tasha Kim, Lalwani, Abhinav +9 · 14 voices · 6 citations
    Computer Science · #Formal Methods in Verification #Fuzzy Logic and Control Systems #Logic, Reasoning, and Knowledge #cs.AI #cs.CL #cs.LG #cs.LO
  2. Agents: An Open-source Framework for Autonomous Language Agents
    2023/09/14 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +33 · 2 voices · 16 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  3. RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
    2023/05/22 by Wangchunshu Zhou, Zhou, Wangchunshu, Yuchen Eleanor Jiang +13 · 1 voice · 7 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Scientific Computing and Data Management #Topic Modeling #cs.CL #cs.LG
  4. CLadder: Assessing Causal Reasoning in Language Models
    2023/12/07 by Jin ZQ, Jin, Zhijing, Yuen Chen +19 · 29 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 #Topic Modeling
  5. Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
    2024/04/25 by Giorgio Piatti, Zhijing Jin, Piatti, Giorgio +9 · 27 citations
    Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Source Software Innovations
  6. Can Large Language Models Infer Causation from Correlation?
    2023/06/09 by Zhijing Jin, Jiarui Liu, Jin, Zhijing +13 · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  7. Language Model Alignment in Multilingual Trolley Problems
    2024/07/02 by Zhijing Jin, Max Kleiman‐Weiner, Jin, Zhijing +22 · 2 voices · 13 citations
    Computer Science · #Natural Language Processing Techniques
  8. Confidence Regulation Neurons in Language Models
    2024/06/24 by Alessandro Stolfo, Stolfo, Alessandro, Ben Wu +11 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  9. Calibrating Large Language Models with Sample Consistency
    2024/02/21 by Qing Lyu, Lyu, Qing, Kumar Shridhar +15 · 14 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  10. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine Translation
    2024/06/17 by Tom Kocmi, Vilém Zouhar, Kocmi, Tom +13 · 17 citations
    Computer Science · #Natural Language Processing Techniques
  11. Controlled Text Generation with Natural Language Instructions
    2023/04/27 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +7 · 8 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
  12. AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails
    2024/02/14 by Sankalan Pal Chowdhury, Chowdhury, Sankalan Pal, Vilém Zouhar +3 · 9 citations
    Computer Science · #Natural Language Processing Techniques
  13. BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
    2021/03/22 by Yuchen Eleanor Jiang, Tianyu Liu, Jiang, Yuchen Eleanor +17 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  14. Do Vision-Language Models Really Understand Visual Language?
    2024/09/30 by Yifan Hou, Buse Giledereli, Hou, Yifan +5 · 9 citations
    Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  15. A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis
    2023/01/01 by Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan · 1 voice · 4 citations
    Computer Science · #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  16. AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators
    2024/02/16 by Jingwei Ni, Minjing Shi, Ni, Jingwei +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. "Let Your Characters Tell Their Story": A Dataset for Character-Centric\n Narrative Understanding
    2021/09/12 by Faeze Brahman, Meng Huang, Brahman, Faeze +9 · 3 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods
  18. Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
    2024/07/12 by Nico Daheim, Daheim, Nico, Jakub Mačina +7 · 5 citations
    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)
  19. Implicit Personalization in Language Models: A Systematic Study
    2024/05/23 by Zhijing Jin, Jin, Zhijing, Nils Heil +13 · 1 voice · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.HC #cs.LG
  20. How to Select Datapoints for Efficient Human Evaluation of NLG Models?
    2025/01/30 by Vilém Zouhar, Peng Cui, Zouhar, Vilém +3 · 1 voice · 6 citations
    Computer Science · Psychology · #Context-Aware Activity Recognition Systems #Human-Automation Interaction and Safety #Intelligent Tutoring Systems and Adaptive Learning #cs.CL
  21. AI-Assisted Human Evaluation of Machine Translation
    2024/06/18 by Vilém Zouhar, Tom Kocmi, Zouhar, Vilém +3 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  22. GPT-4 as a Homework Tutor can Improve Student Engagement and Learning Outcomes
    2024/09/24 by Alessandro Vanzo, Sankalan Pal Chowdhury, Vanzo, Alessandro +3 · 1 voice · 3 citations
    Social Sciences · #Diverse Education Studies and Reforms
  23. A Bilingual Parallel Corpus with Discourse Annotations
    2022/10/26 by Yuchen Eleanor Jiang, Tianyu Liu, Jiang, Yuchen Eleanor +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. Learning Concept Taxonomies from Multi-modal Data
    2016/06/29 by Hao Zhang, Zhang, Hao, Zhiting Hu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  25. SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning
    2025/05/25 by Kun Xiang, Heng Li, Xiang, Kun +25 · 8 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Multimodal Machine Learning Applications #Physics Education (physics.ed-ph) #Popular Physics (physics.pop-ph) #Science Education and Pedagogy
  26. Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
    2024/01/31 by Andreas Opedal, Opedal, Andreas, Alessandro Stolfo +13 · 2 citations
    Social Sciences · Psychology · #Education and Critical Thinking Development #Emotional Intelligence and Performance
  27. MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs
    2024/10/17 by Andreas Opedal, Opedal, Andreas, Haruki Shirakami +7 · 1 voice · 2 citations
    #cs.LG #cs.AI #cs.CL
  28. Multilingual Performance Biases of Large Language Models in Education
    2025/04/24 by Vansh Gupta, Sankalan Pal Chowdhury, Gupta, Vansh +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. Investigating the Zone of Proximal Development of Language Models for In-Context Learning
    2025/02/10 by Peng Cui, Mrinmaya Sachan, Cui, Peng +1 · 3 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  30. Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks
    2021/07/15 by Zhao Meng, Yihan Dong, Meng, Zhao +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
    2025/05/21 by David Dinucu-Jianu, Dinucu-Jianu, David, Jakub Mačina +9 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
    2024/10/02 by Yılmazcan Özyurt, Ozyurt, Yilmazcan, Stefan Feuerriegel +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Educational Technology and Assessment #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. LEXam: Benchmarking Legal Reasoning on 340 Law Exams
    2025/05/19 by Yu Fan, Fan, Yu, Jingwei Ni +31 · 4 citations
    Social Sciences · #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Legal Education and Practice Innovations #Machine Learning (cs.LG)
  34. All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations
    2023/05/23 by Yu‐Xin Ren, Ren, Yuxin, Qipeng Guo +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  35. Text-based RL Agents with Commonsense Knowledge: New Challenges,\n Environments and Baselines
    2020/10/08 by Keerthiram Murugesan, Mattia Atzeni, Murugesan, Keerthiram +15 · 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 #Reinforcement Learning in Robotics #Topic Modeling
  36. A Transformer with Stack Attention
    2024/05/07 by Jiaoda Li, Jennifer C. White, Li, Jiaoda +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sensor Technology and Measurement Systems
  37. Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads
    2025/05/26 by Artem Vazhentsev, Vazhentsev, Artem, Lyudmila Rvanova +19 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning and Data Classification
  38. DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented Generation
    2024/06/20 by Jingwei Ni, Ni, Jingwei, Tobias Schimanski +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  39. Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models
    2025/06/04 by Junling Wang, Wang, Junling, Anna Rutkiewicz +5 · 2 citations
    Social Sciences · Computer Science · #Mathematics Education and Teaching Techniques #Data Visualization and Analytics #Mathematics, Computing, and Information Processing