Elias Stengel-Eskin
- VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
2024/05/29 by Ziyang Wang, Wang, Ziyang, Shoubin Yu +11 · 51 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
- GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
2024/02/19 by Jinhao Duan, Renming Zhang, Duan, Jinhao +15 · 14 citations
Decision Sciences · #Auction Theory and Applications
- 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
- Soft Self-Consistency Improves Language Model Agents
2024/02/20 by Han Wang, Archiki Prasad, Wang, Han +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
- 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
- MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
2024/09/18 by Justin Chih-Yao Chen, Archiki Prasad, Chen, Justin Chih-Yao +7 · 10 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Fuzzy Logic and Control Systems
- 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
- 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
- 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
- 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
- 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
- LAQuer: Localized Attribution Queries in Content-grounded Generation
2025/06/01 by Eran Hirsch, Aviv Slobodkin, Hirsch, Eran +9 · 8 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Zero and Few-shot Semantic Parsing with Ambiguous Inputs
2023/06/01 by Elias Stengel-Eskin, Kyle Rawlins, Stengel-Eskin, Elias +3 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- ReGAL: Refactoring Programs to Discover Generalizable Abstractions
2024/01/29 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Archiki Prasad +3 · 4 citations
Computer Science · #Semantic Web and Ontologies
- Visual Commonsense in Pretrained Unimodal and Multimodal Models
2022/05/04 by Chenyu Zhang, Zhang, Chenyu, Benjamin Van Durme +5 · 2 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
- LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models
2024/05/31 by Elias Stengel-Eskin, Peter Hase, Stengel-Eskin, Elias +3 · 1 voice · 2 citations
#cs.CL #cs.AI
- 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
- Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?
2024/06/27 by Peter Hase, Thomas Hofweber, Hase, Peter +7 · 1 voice · 2 citations
Computer Science · #Digital Rights Management and Security #cs.AI #cs.CL
- 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
- 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
- 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
- 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
- Sub-goal Distillation: A Method to Improve Small Language Agents
2024/05/04 by Maryam Hashemzadeh, Hashemzadeh, Maryam, Elias Stengel-Eskin +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
- GenerationPrograms: Fine-grained Attribution with Executable Programs
2025/06/17 by David Wan, Eran Hirsch, Wan, David +7 · 1 citation
Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Distributed systems and fault tolerance
- CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
2025/06/06 by David Wan, Han Wang, Wan, David +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding
2025/06/06 by Emmanouil Zaranis, Zaranis, Emmanouil, António Farinhas +59 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- 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