Minbyul Jeong

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upvoted a paper 9 days ago

Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling

Paper • 2606.12370 • Published 11 days ago • 21

upvoted a paper about 2 months ago

Healthcare AI GYM for Medical Agents

Paper • 2605.02943 • Published May 1 • 4

upvoted an article about 2 months ago

view article

Article

How NVIDIA AI-Q Reached \#1 on DeepResearch Bench I and II

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nvidia

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Mar 12

• 33

upvoted 5 papers 2 months ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 68

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 72

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

Paper • 2604.06132 • Published Apr 7 • 122

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 295

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 508

upvoted 2 papers 5 months ago

Solar Open Technical Report

Paper • 2601.07022 • Published Jan 11 • 67

User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale

Paper • 2601.08225 • Published Jan 13 • 53

upvoted a paper 9 months ago

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training

Paper • 2509.25758 • Published Sep 30, 2025 • 25

upvoted a paper about 1 year ago

LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17, 2025 • 44

upvoted 8 papers over 1 year ago

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published Mar 13, 2025 • 30

CoRe^2: Collect, Reflect and Refine to Generate Better and Faster

Paper • 2503.09662 • Published Mar 12, 2025 • 33

CompAct: Compressing Retrieved Documents Actively for Question Answering

Paper • 2407.09014 • Published Jul 12, 2024 • 1

IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval

Paper • 2503.04644 • Published Mar 6, 2025 • 22

Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information

Paper • 2502.14258 • Published Feb 20, 2025 • 26

Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models

Paper • 2401.15269 • Published Jan 27, 2024 • 2

System Message Generation for User Preferences using Open-Source Models

Paper • 2502.11330 • Published Feb 17, 2025 • 15

Monet: Mixture of Monosemantic Experts for Transformers

Paper • 2412.04139 • Published Dec 5, 2024 • 13