What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
Paper
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2410.23743
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Published
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64
Psychology
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Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 68 -
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
Paper • 2411.03884 • Published • 29 -
MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models
Paper • 2502.00698 • Published • 24 -
Understanding R1-Zero-Like Training: A Critical Perspective
Paper • 2503.20783 • Published • 35 -
PaperBench: Evaluating AI's Ability to Replicate AI Research
Paper • 2504.01848 • Published • 34