Paper "code generation" Papers

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Correctness-Guaranteed Code Generation via Constrained Decoding

Lingxiao Li, salar rahili, Yiwei Zhao

COLM 2025paperarXiv:2508.15866
2
citations

Cutting the Root of Hallucination: Structural Trimming for Vulnerability Mitigation in Code LLMs

Yage Zhang

COLM 2025paper

Self-Steering Language Models

Gabriel Grand, Joshua B. Tenenbaum, Vikash Mansinghka et al.

COLM 2025paperarXiv:2504.07081
6
citations

Code-Style In-Context Learning for Knowledge-Based Question Answering

Zhijie Nie, Richong Zhang, Zhongyuan Wang et al.

AAAI 2024paperarXiv:2309.04695
19
citations

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models

Yuqi Zhu, Jia Li, Ge Li et al.

AAAI 2024paperarXiv:2309.02772
58
citations