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Papers
Factuality Evaluation Using Reasoning and World Modeling
AAAI 2026
Language Models Struggle to Use Representations Learned In-Context
ACL 2026
Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling
ACL 2026
Unlocking Efficient Vehicle Dynamics Modeling via Analytic World Models
AAAI 2026
WorldReel: 4D Video Generation with Consistent Geometry and Motion Modeling
CVPR 2026
Aether: Geometric-Aware Unified World Modeling
ICCV 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance
CVPR 2025
FACTS: A Factored State-Space Framework for World Modelling
ICLR 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
ACL 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning
ACL 2025
Grounding Multimodal Large Language Models to the World
ICLR 2024
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
EMNLP 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
ICML 2023
ENTL: Embodied Navigation Trajectory Learner
ICCV 2023
Implicit Representations of Meaning in Neural Language Models
ACL 2021