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Stengel-Eskin, Elias

  1. VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
    2024/05/29 by Ziyang Wang, Shoubin Yu, Wang, Ziyang +11 · 54 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Natural Language Processing Techniques #Video Analysis and Summarization
  2. Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning
    2022/12/01 by Li, Zhuowan, Wang, Xingrui, Stengel-Eskin, Elias +4 · 23 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
    2024/02/19 by Jinhao Duan, Duan, Jinhao, Renming Zhang +15 · 16 citations
    Decision Sciences · #Auction Theory and Applications
  4. CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
    2025/04/21 by Atin Pothiraj, Elias Stengel-Eskin, Pothiraj, Atin +5 · 1 voice · 16 citations
    #cs.CV #cs.AI #cs.CL
  5. MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
    2024/09/18 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Archiki Prasad +7 · 12 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Fuzzy Logic and Control Systems
  6. Soft Self-Consistency Improves Language Model Agents
    2024/02/20 by Han Wang, Wang, Han, Archiki Prasad +5 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  7. Retrieval-Augmented Generation with Conflicting Evidence
    2025/04/17 by Han Wang, Archiki Prasad, Wang, Han +5 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Topic Modeling
  8. Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training
    2024/03/04 by Wan, David, Cho, Jaemin, Stengel-Eskin, Elias +1 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Calibrated Interpretation: Confidence Estimation in Semantic Parsing
    2022/11/14 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Benjamin Van Durme +1 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  10. MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
    2024/02/02 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Swarnadeep Saha +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  11. See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
    2024/06/17 by Amith Ananthram, Ananthram, Amith, Elias Stengel-Eskin +5 · 8 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  12. Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
    2025/03/07 by Chen, Justin Chih-Yao, Yun, Sukwon, Stengel-Eskin, Elias +2 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Teaching Models to Balance Resisting and Accepting Persuasion
    2024/10/18 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Peter Hase +3 · 1 voice · 5 citations
    Psychology · Social Sciences · #Communication in Education and Healthcare #Social Media and Politics #cs.AI #cs.CL
  14. System-1.x: Learning to Balance Fast and Slow Planning with Language Models
    2024/07/19 by Swarnadeep Saha, Archiki Prasad, Saha, Swarnadeep +9 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Machine Learning and Algorithms
  15. DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
    2024/10/08 by Khan, Zaid, Stengel-Eskin, Elias, Cho, Jaemin +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
    2024/09/11 by Han Wang, Wang, Han, Archiki Prasad +5 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Visual Commonsense in Pretrained Unimodal and Multimodal Models
    2022/05/04 by Chenyu Zhang, Zhang, Chenyu, Benjamin Van Durme +5 · 3 citations
    Computer Science · 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 #Multimodal Machine Learning Applications
  18. ReGAL: Refactoring Programs to Discover Generalizable Abstractions
    2024/01/29 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Archiki Prasad +3 · 5 citations
    Computer Science · #Semantic Web and Ontologies
  19. LAQuer: Localized Attribution Queries in Content-grounded Generation
    2025/06/01 by Eran Hirsch, Hirsch, Eran, Aviv Slobodkin +9 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  20. Zero and Few-shot Semantic Parsing with Ambiguous Inputs
    2023/06/01 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Kyle Rawlins +3 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  21. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
    2025/02/20 by Huang, Yue, Gao, Chujie, Wu, Siyuan +63 · 10 citations
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  22. Multi-Attribute Steering of Language Models via Targeted Intervention
    2025/02/18 by Nguyen, Duy, Prasad, Archiki, Stengel-Eskin, Elias +1 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
    2023/10/09 by Prasad, Archiki, Stengel-Eskin, Elias, Bansal, Mohit · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images
    2021/10/01 by Zhuowan Li, Li, Zhuowan, Elias Stengel-Eskin +11 · 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
  25. LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models
    2024/05/31 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Peter Hase +3 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL
  26. Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA
    2022/11/14 by Stengel-Eskin, Elias, Guallar-Blasco, Jimena, Zhou, Yi +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
    2025/03/19 by David Wan, Justin Chih-Yao Chen, Wan, David +5 · 4 citations
    Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Software Engineering Techniques and Practices #Evolutionary Game Theory and Cooperation
  28. Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?
    2024/06/27 by Peter Hase, Hase, Peter, Thomas Hofweber +7 · 1 voice · 2 citations
    Computer Science · #Digital Rights Management and Security #cs.AI #cs.CL
  29. Learning to Generate Unit Tests for Automated Debugging
    2025/02/03 by Archiki Prasad, Elias Stengel-Eskin, Prasad, Archiki +7 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  30. A Discriminative Neural Model for Cross-Lingual Word Alignment
    2019/09/01 by Stengel-Eskin, Elias, Su, Tzu-Ray, Post, Matt +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Are language models rational? The case of coherence norms and belief revision
    2024/06/05 by Thomas Hofweber, Hofweber, Thomas, Peter Hase +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  32. Language-guided Skill Learning with Temporal Variational Inference
    2024/02/26 by Fu, Haotian, Sharma, Pratyusha, Stengel-Eskin, Elias +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. LASeR: Learning to Adaptively Select Reward Models with Multi-Armed Bandits
    2024/10/02 by Manh-Duy Nguyen, Archiki Prasad, Nguyen, Duy +5 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  34. One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
    2025/10/14 by Zaid Khan, Khan, Zaid, Archiki Prasad +7 · 3 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  35. UPCORE: Utility-Preserving Coreset Selection for Balanced Unlearning
    2025/02/20 by Patil, Vaidehi, Stengel-Eskin, Elias, Bansal, Mohit · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Sub-goal Distillation: A Method to Improve Small Language Agents
    2024/05/04 by Maryam Hashemzadeh, Elias Stengel-Eskin, Hashemzadeh, Maryam +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  37. GenerationPrograms: Fine-grained Attribution with Executable Programs
    2025/06/17 by David Wan, Wan, David, Eran Hirsch +7 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Distributed systems and fault tolerance
  38. Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding
    2025/06/06 by Emmanouil Zaranis, António Farinhas, Zaranis, Emmanouil +59 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  39. CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
    2025/06/06 by David Wan, Wan, David, Han Wang +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
  40. Did You Mean...? Confidence-based Trade-offs in Semantic Parsing
    2023/03/29 by Stengel-Eskin, Elias, Van Durme, Benjamin · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection
    2025/06/05 by Eliav, Ron, Cattan, Arie, Hirsch, Eran +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. Language Models Identify Ambiguities and Exploit Loopholes
    2025/08/27 by Jio Choi, Mohit Bansal, Choi, Jio +3 · 1 voice · 1 citation
    #cs.CL #cs.AI
  43. Executable Functional Abstractions: Inferring Generative Programs for Advanced Math Problems
    2025/04/14 by Khan, Zaid, Stengel-Eskin, Elias, Prasad, Archiki +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)