Papers by Gayathri Ganesh Lakshmy
SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization (2025.findings-emnlp)
Copied to clipboard
| Challenge: | a recent study shows that code retrievers exhibit a strong bias towards well-documented code . |
| Approach: | They propose a framework that augments textual information with semantic information to mask specific features while preserving code functionality. |
| Outcome: | The proposed framework enhances textual information and reduces bias by augmenting code or structural knowledge with semantic information. |