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Hot Fixing in the Wild

cs.SE · 2026-04-29 · unverdicted · novelty 6.0

Hot fixes show urgency patterns with reduced collaboration and testing, differing from regular fixes, and human versus AI agents display over 10 distinct repair behaviors in large-scale GitHub data.

StarCoder 2 and The Stack v2: The Next Generation

cs.SE · 2024-02-29 · accept · novelty 6.0

StarCoder2-15B matches or beats CodeLlama-34B on code tasks despite being smaller, and StarCoder2-3B outperforms prior 15B models, with open weights and exact training data identifiers released.

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Showing 2 of 2 citing papers after filters.

  • Hot Fixing in the Wild cs.SE · 2026-04-29 · unverdicted · none · ref 23

    Hot fixes show urgency patterns with reduced collaboration and testing, differing from regular fixes, and human versus AI agents display over 10 distinct repair behaviors in large-scale GitHub data.

  • Security of LLM-generated Code: A Comparative Analysis cs.SE · 2026-05-21 · unverdicted · none · ref 88

    Empirical evaluation shows that code generated by all seven tested LLMs contains vulnerabilities, the majority of critical or high severity.