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cs.AI2025
ClassInvGen: Class Invariant Synthesis using Large Language Models
Chuyue Sun, Viraj Agashe, Saikat Chakraborty +5
Formal program specifications in the form of preconditions, postconditions, and class invariants have several benefits for the construction and maintenance of programs. They not on…
cs.AI2024
Clover: Closed-Loop Verifiable Code Generation
Chuyue Sun, Ying Sheng, Oded Padon +1
The use of large language models for code generation is a rapidly growing trend in software development. However, without effective methods for ensuring the correctness of generate…
cs.AI2024
SGLang: Efficient Execution of Structured Language Model Programs
Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie +9
Large language models (LLMs) are increasingly used for complex tasks that require multiple generation calls, advanced prompting techniques, control flow, and structured inputs/outp…