Shizhe Diao

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upvoted a paper 7 days ago

Unified Reinforcement and Imitation Learning for Vision-Language Models

Paper • 2510.19307 • Published 8 days ago • 26

upvoted 2 papers 9 days ago

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published 13 days ago • 15

OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM

Paper • 2510.15870 • Published 12 days ago • 81

upvoted 2 papers 15 days ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published 16 days ago • 168

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published 16 days ago • 25

upvoted an article 27 days ago

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Article

Finally, a Replacement for BERT: Introducing ModernBERT

Dec 19, 2024

• 705

upvoted a paper 27 days ago

BroRL: Scaling Reinforcement Learning via Broadened Exploration

Paper • 2510.01180 • Published 28 days ago • 17

upvoted a paper 28 days ago

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published about 1 month ago • 135

upvoted an article about 1 month ago

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Article

Introducing smolagents: simple agents that write actions in code.

Dec 31, 2024

• 1.14k

upvoted a paper about 2 months ago

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training

Paper • 2509.03403 • Published Sep 3 • 21

upvoted a paper 3 months ago

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL

Paper • 2508.07976 • Published Aug 11 • 51

upvoted 2 papers 4 months ago

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models

Paper • 2506.18945 • Published Jun 23 • 40

Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation

Paper • 2506.09991 • Published Jun 11 • 55

upvoted 4 papers 5 months ago

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 138

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 43

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23 • 81

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

Paper • 2505.10610 • Published May 15 • 53

upvoted 2 papers 6 months ago

Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models

Paper • 2503.08275 • Published Mar 11 • 3

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17 • 93

upvoted a paper 7 months ago

Scaling Vision Pre-Training to 4K Resolution

Paper • 2503.19903 • Published Mar 25 • 41