Uncovering the Role of Initial Saliency in U-Shaped Attention Bias: Scaling Initial Token Weight for Enhanced Long-Text Processing
Published:Dec 15, 2025 09:04
•1 min read
•ArXiv
Analysis
This article, sourced from ArXiv, focuses on improving long-text processing in Large Language Models (LLMs). It investigates the impact of initial token saliency on the U-shaped attention bias, a common issue in attention mechanisms. The research likely proposes a method to scale initial token weights to mitigate this bias and enhance performance on long-text tasks. The title suggests a technical and potentially complex approach.
Key Takeaways
Reference
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