conftrace_

layer-wise gradient

2 papers

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Co-occurring keywords · papers mentioning both

fast thinking (1) effective rank (1) slow thinking (1) reasoning path (1) chain of thought (1) gradient analysis (1) data quality (1) training stability (1) nuclear norm (1) singular value decomposition (1)

Papers

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients ACL 2026 What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025