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authored 17 papers 3 months ago

Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models

Paper • 2306.02320 • Published Jun 4, 2023 • 1

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset

Paper • 2402.04588 • Published Feb 7, 2024 • 2

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published Feb 3 • 61

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6 • 24

AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset

Paper • 2504.03612 • Published Apr 4 • 2

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Paper • 2402.19085 • Published Feb 29, 2024

MiniCPM4: Ultra-Efficient LLMs on End Devices

Paper • 2506.07900 • Published Jun 9 • 93

RLPR: Extrapolating RLVR to General Domains without Verifiers

Paper • 2506.18254 • Published Jun 23 • 31

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 97

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

Paper • 2508.14111 • Published Aug 18 • 33

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21 • 256

Scaling Physical Reasoning with the PHYSICS Dataset

Paper • 2506.00022 • Published May 21 • 1

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4 • 75

HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?

Paper • 2509.07894 • Published Sep 9 • 31

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 189

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance

Paper • 2508.21016 • Published Aug 28

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11 • 80

authored a paper 7 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 131

authored a paper 8 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 120

authored a paper 10 months ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3