8 citations · 9 across the 6 of their papers we have counts for
4 papers · 1 filter
Human-Like Code Quality Evaluation through LLM-based Recursive Semantic Comprehension
Fangzhou Xu, Sai Zhang, Zhenchang Xing +3
Code quality evaluation involves scoring generated code quality based on a reference code for a specific problem statement. Currently, there are two main forms of evaluating code q…
A test-free semantic mistakes localization framework in Neural Code Translation
Lei Chen, Sai Zhang, Fangzhou Xu +4
In the task of code translation, neural network-based models have been shown to frequently produce semantically erroneous code that deviates from the original logic of the source c…
Empowering Agile-Based Generative Software Development through Human-AI Teamwork
Sai Zhang, Zhenchang Xing, Ronghui Guo +6
In software development, the raw requirements proposed by users are frequently incomplete, which impedes the complete implementation of application functionalities. With the emerge…
BiSup: Bidirectional Quantization Error Suppression for Large Language Models
Minghui Zou, Ronghui Guo, Sai Zhang +2
As the size and context length of Large Language Models (LLMs) grow, weight-activation quantization has emerged as a crucial technique for efficient deployment of LLMs. Compared to…