EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
Paper • 2606.13681 • Published • 142
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tyzhu
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Natural Language Processing
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papers 9 months ago
From Harm to Help: Turning Reasoning In-Context Demos into Assets for Reasoning LMs
Paper • 2509.23196 • Published • 9
Language Models Can Learn from Verbal Feedback Without Scalar Rewards
Paper • 2509.22638 • Published • 70
Variational Reasoning for Language Models
Paper • 2509.22637 • Published • 70
upvoted 6
papers about 1 year ago
Fostering Video Reasoning via Next-Event Prediction
Paper • 2505.22457 • Published • 29
Reinforcing General Reasoning without Verifiers
Paper • 2505.21493 • Published • 27
Lifelong Safety Alignment for Language Models
Paper • 2505.20259 • Published • 24
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
Paper • 2505.13438 • Published • 36
What's "up" with vision-language models? Investigating their struggle with spatial reasoning
Paper • 2310.19785 • Published • 1
Understanding R1-Zero-Like Training: A Critical Perspective
Paper • 2503.20783 • Published • 60
upvoted 3
papers over 1 year ago
SkyLadder: Better and Faster Pretraining via Context Window Scheduling
Paper • 2503.15450 • Published • 12
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
Paper • 2502.12982 • Published • 19
Can Knowledge Editing Really Correct Hallucinations?
Paper • 2410.16251 • Published • 55