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From Word to World: Can Large Language Models be Implicit Text-based World Models?
Paper • 2512.18832 • Published • 15 -
X1AOX1A/LLMasWorldModels
Viewer • Updated • 189k • 355 • 1 -
X1AOX1A/WorldModel-Alfworld-Qwen2.5-7B
Text Generation • 8B • Updated • 20 • -
X1AOX1A/WorldModel-Alfworld-Llama3.1-8B
Text Generation • 8B • Updated • 7
Yixia Li
X1AOX1A
AI & ML interests
None yet
Recent Activity
authored a paper 26 days ago
Anchored Policy Optimization: Mitigating Exploration Collapse Via Support-Constrained Rectification upvoted a paper about 1 month ago
ClawGym: A Scalable Framework for Building Effective Claw Agents upvoted a paper about 1 month ago
Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document SetsOrganizations
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From Word to World: Can Large Language Models be Implicit Text-based World Models?
Paper • 2512.18832 • Published • 15 -
X1AOX1A/LLMasWorldModels
Viewer • Updated • 189k • 355 • 1 -
X1AOX1A/WorldModel-Alfworld-Qwen2.5-7B
Text Generation • 8B • Updated • 20 • -
X1AOX1A/WorldModel-Alfworld-Llama3.1-8B
Text Generation • 8B • Updated • 7
models 10
X1AOX1A/WorldModel-Textworld-Qwen2.5-7B
Text Generation • 8B • Updated • 136 •
X1AOX1A/WorldModel-Alfworld-Qwen2.5-7B
Text Generation • 8B • Updated • 20 •
X1AOX1A/WorldModel-Sciworld-Qwen2.5-7B
Text Generation • 8B • Updated • 69 •
X1AOX1A/WorldModel-Webshop-Qwen2.5-7B
Text Generation • 8B • Updated • 23 •
X1AOX1A/WorldModel-Alfworld-Llama3.1-8B
Text Generation • 8B • Updated • 7
X1AOX1A/WorldModel-Sciworld-Llama3.1-8B
Text Generation • 8B • Updated • 18
X1AOX1A/WorldModel-Textworld-Llama3.1-8B
Text Generation • 8B • Updated • 73 •
X1AOX1A/WorldModel-Webshop-Llama3.1-8B
Text Generation • 8B • Updated • 8 •
X1AOX1A/WorldModel-Stabletoolbench-Qwen2.5-7B
Text Generation • 8B • Updated • 4 • 1
X1AOX1A/WorldModel-Stabletoolbench-Llama3.1-8B
Text Generation • 8B • Updated • 2 • 1