Is ChatGPT the Ultimate Programming Assistant -- How far is it?

no code implementations • 24 Apr 2023 • Haoye Tian, Weiqi Lu, Tsz On Li, Xunzhu Tang, Shing-Chi Cheung, Jacques Klein, Tegawendé F. Bissyandé

To assess the feasibility of using an LLM as a useful assistant bot for programmers, we must assess its realistic capabilities on unseen problems as well as its capabilities on various tasks.

Code Generation Code Summarization +2

COMET: Coverage-guided Model Generation For Deep Learning Library Testing

no code implementations • 2 Aug 2022 • Meiziniu Li, Jialun Cao, Yongqiang Tian, Tsz On Li, Ming Wen, Shing-Chi Cheung

Techniques have been proposed to generate various DL models and apply them to test these libraries.