Hyemin Lee

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upvoted a paper 29 days ago

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6 • 466

upvoted a paper about 1 month ago

ReviewScore: Misinformed Peer Review Detection with Large Language Models

Paper • 2509.21679 • Published Sep 25 • 63

upvoted 2 papers about 2 months ago

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 189

Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Paper • 2509.03867 • Published Sep 4 • 209

upvoted 3 papers 2 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 236

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7 • 178

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 87

upvoted a paper 3 months ago

Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models

Paper • 2508.00819 • Published Aug 1 • 62

upvoted a collection 6 months ago

Kanana-1.5

Collection

Open Source Kanana-1.5 • 13 items • Updated 14 days ago • 27

upvoted 2 papers 6 months ago

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6 • 185

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 120

upvoted a paper 7 months ago

Kuwain 1.5B: An Arabic SLM via Language Injection

Paper • 2504.15120 • Published Apr 21 • 121

upvoted a paper 8 months ago

Kanana: Compute-efficient Bilingual Language Models

Paper • 2502.18934 • Published Feb 26 • 65

upvoted 2 papers 9 months ago

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 122

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published Feb 13 • 148

upvoted a paper 10 months ago

Accelerating LLM Inference with Staged Speculative Decoding

Paper • 2308.04623 • Published Aug 8, 2023 • 25

upvoted 4 papers about 1 year ago

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

Paper • 2410.20424 • Published Oct 27, 2024 • 40

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

Paper • 2410.05265 • Published Oct 7, 2024 • 33

TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices

Paper • 2410.00531 • Published Oct 1, 2024 • 34

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Paper • 2409.17066 • Published Sep 25, 2024 • 28