Sliding Window Attention Window Sizes and Pass@K Performance in Long-Context Code Generation

This report synthesises findings from 12 peer-reviewed papers addressing the following research question: What is the correlation between window size configurations in sliding window attention and pass@k scores on long-context code generation tasks. 11 claims were extracted from source literature; 10 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.8/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: What is the correlation between window size configurations in sliding window attention and pass@k scores on long-context code generation tasks?

Autonomous literature synthesis. Automated review score: 8.8/10. Full text and citation available at Assignee Research.