8 citations · 9 across the 6 of their papers we have counts for
7 papers
Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review
Sai Zhang, Zhenchang Xing, Jieshan Chen +5
The vision of End-User Software Engineering (EUSE) is to empower non-professional users with full control over the software development lifecycle. It aims to enable users to drive…
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…
An Asynchronous Updating Reinforcement Learning Framework for Task-oriented Dialog System
Sai Zhang, Yuwei Hu, Xiaojie Wang +1
Reinforcement learning has been applied to train the dialog systems in many works. Previous approaches divide the dialog system into multiple modules including DST (dialog state tr…
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots
Sai Zhang, Yuwei Hu, Yuchuan Wu +5
A slot value might be provided segment by segment over multiple-turn interactions in a dialog, especially for some important information such as phone numbers and names. It is a co…