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cs.SE2026
The Impact of Documentation on Test Engagement in Pull Requests in OSS
Teal Amore, Nathan Berman, Siyuan Jiang
Automated testing is crucial for maintaining open-source software quality. However, motivating contributors to include tests for code changes remains a challenge. While existing in…
cs.SE2025
aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion
Jia Li, Hao Zhu, Huanyu Liu +7
Large Language Models (LLMs) have shown promising results in repository-level code completion, which completes code based on the in-file and cross-file context of a repository. The…
cs.SE2024
CodeCSE: A Simple Multilingual Model for Code and Comment Sentence Embeddings
Anthony Varkey, Siyuan Jiang, Weijing Huang
Pretrained language models for code token embeddings are used in code search, code clone detection, and other code-related tasks. Similarly, code function embeddings are useful in…