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upvoted a paper 18 days ago

Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems

Paper • 2606.05985 • Published Jun 4 • 10

upvoted a paper 23 days ago

GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models

Paper • 2606.08194 • Published about 1 month ago • 4

upvoted a paper 25 days ago

What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

Paper • 2606.05304 • Published Jun 3 • 5

upvoted a paper about 1 month ago

A Local Perturbation Theory for Cross-Domain Interference and Recovery in Multi-Domain RL

Paper • 2606.02398 • Published Jun 1 • 27

upvoted 2 papers about 2 months ago

Process Rewards with Learned Reliability

Paper • 2605.15529 • Published May 15 • 53

Language of Thought Shapes Output Diversity in Large Language Models

Paper • 2601.11227 • Published Jan 16 • 10

upvoted a paper 2 months ago

MoltNet: Understanding Social Behavior of AI Agents in the Agent-Native MoltBook

Paper • 2602.13458 • Published Feb 13 • 1

upvoted 3 papers 3 months ago

MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models

Paper • 2604.17730 • Published Apr 20 • 3

The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping

Paper • 2604.11297 • Published Apr 13 • 144

KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance

Paper • 2604.12627 • Published Apr 14 • 102

upvoted 2 papers 5 months ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published Feb 4 • 80

Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling

Paper • 2602.02453 • Published Feb 2 • 36

upvoted a paper 9 months ago

PEAR: Phase Entropy Aware Reward for Efficient Reasoning

Paper • 2510.08026 • Published Oct 9, 2025 • 9