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authored a paper 5 months ago

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

Paper • 2510.01171 • Published Oct 1, 2025 • 19

authored a paper 6 months ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 91

authored a paper 9 months ago

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published Jun 30, 2025 • 51

authored a paper 10 months ago

WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue

Paper • 2506.01881 • Published Jun 2, 2025 • 6

authored 2 papers 11 months ago

Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement

Paper • 2409.11378 • Published Sep 17, 2024 • 1

TextArena

Paper • 2504.11442 • Published Apr 15, 2025 • 30

authored a paper over 1 year ago

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Paper • 2406.12822 • Published Jun 18, 2024