Michael Barry

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upvoted 4 papers 3 months ago

Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

Paper • 2509.08721 • Published Sep 10 • 660

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 192

TiKMiX: Take Data Influence into Dynamic Mixture for Language Model Pre-training

Paper • 2508.17677 • Published Aug 25 • 14

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model

Paper • 2508.14444 • Published Aug 20 • 37

upvoted 8 papers 4 months ago

Cyber-Zero: Training Cybersecurity Agents without Runtime

Paper • 2508.00910 • Published Jul 29 • 8

Exploitation Is All You Need... for Exploration

Paper • 2508.01287 • Published Aug 2 • 6

Personalized Safety Alignment for Text-to-Image Diffusion Models

Paper • 2508.01151 • Published Aug 2 • 8

Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe

Paper • 2508.01691 • Published Aug 3 • 9

A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models

Paper • 2508.01548 • Published Aug 3 • 13

VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo

Paper • 2508.02317 • Published Aug 4 • 20

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

Paper • 2508.01059 • Published Aug 1 • 32

Qwen-Image Technical Report

Paper • 2508.02324 • Published Aug 4 • 263

upvoted 3 papers 8 months ago

Do PhD-level LLMs Truly Grasp Elementary Addition? Probing Rule Learning vs. Memorization in Large Language Models

Paper • 2504.05262 • Published Apr 7 • 11

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention

Paper • 2504.06261 • Published Apr 8 • 110

Generative Evaluation of Complex Reasoning in Large Language Models

Paper • 2504.02810 • Published Apr 3 • 14

upvoted 2 papers 9 months ago

Evaluating Intelligence via Trial and Error

Paper • 2502.18858 • Published Feb 26 • 4

Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries

Paper • 2502.20475 • Published Feb 27 • 3

upvoted 3 papers 10 months ago

IHEval: Evaluating Language Models on Following the Instruction Hierarchy

Paper • 2502.08745 • Published Feb 12 • 20

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

Paper • 2502.10458 • Published Feb 12 • 38

Diverse Inference and Verification for Advanced Reasoning

Paper • 2502.09955 • Published Feb 14 • 18