Russell Chen

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upvoted a paper 6 months ago

MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages

Paper • 2506.19468 • Published Jun 24 • 6

upvoted 2 papers 9 months ago

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

Paper • 2504.10514 • Published Apr 10 • 48

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

Paper • 2504.10766 • Published Apr 14 • 40

upvoted a paper 10 months ago

ATLaS: Agent Tuning via Learning Critical Steps

Paper • 2503.02197 • Published Mar 4 • 9

upvoted 2 papers about 1 year ago

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 64

WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 51