Michael Barry

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upvoted 3 papers about 2 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 14 papers 3 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

IHEval: Evaluating Language Models on Following the Instruction Hierarchy

Paper • 2502.08745 • Published Feb 12 • 19

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

Paper • 2502.10458 • Published Feb 12 • 36

Diverse Inference and Verification for Advanced Reasoning

Paper • 2502.09955 • Published Feb 14 • 18

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 118

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 159

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Paper • 2502.11271 • Published Feb 16 • 17

PAFT: Prompt-Agnostic Fine-Tuning

Paper • 2502.12859 • Published Feb 18 • 15

Magma: A Foundation Model for Multimodal AI Agents

Paper • 2502.13130 • Published Feb 18 • 58

Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options

Paper • 2502.12929 • Published Feb 18 • 7

Atom of Thoughts for Markov LLM Test-Time Scaling

Paper • 2502.12018 • Published Feb 17 • 16

HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18 • 11

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Paper • 2502.13063 • Published Feb 18 • 72

upvoted 3 papers 4 months ago

One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs

Paper • 2502.10454 • Published Feb 12 • 7

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems

Paper • 2502.11098 • Published Feb 16 • 13

System Message Generation for User Preferences using Open-Source Models

Paper • 2502.11330 • Published Feb 17 • 15