Akylbek Maxutov PRO

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upvoted a collection 6 days ago

To read... eventually

Collection

A collection of papers that i have read or plan to read all in one place. Includes a wide range of topics. • 165 items • Updated 1 day ago • 5

upvoted 19 papers 16 days ago

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers

Paper • 2503.00865 • Published Mar 2 • 64

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published Mar 20 • 73

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Paper • 2503.21460 • Published Mar 27 • 77

Survey on Evaluation of LLM-based Agents

Paper • 2503.16416 • Published Mar 20 • 89

I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 118

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26 • 149

S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models

Paper • 2504.10368 • Published 19 days ago • 21

YourBench: Easy Custom Evaluation Sets for Everyone

Paper • 2504.01833 • Published Apr 2 • 20

VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Paper • 2504.07615 • Published 24 days ago • 31

Command A: An Enterprise-Ready Large Language Model

Paper • 2504.00698 • Published Apr 1 • 26

Scaling Laws for Native Multimodal Models Scaling Laws for Native Multimodal Models

Paper • 2504.07951 • Published 23 days ago • 27

AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories

Paper • 2504.08942 • Published 22 days ago • 27

Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models

Paper • 2503.22165 • Published Mar 28 • 28

Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models

Paper • 2504.04823 • Published 27 days ago • 30

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published 18 days ago • 60

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published Apr 2 • 36

ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness

Paper • 2504.10514 • Published 23 days ago • 45

VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published 23 days ago • 42

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26 • 48