3 papers
cs.SE2023
Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI Chain
Qing Huang, Zhenyu Wan, Zhenchang Xing +4
API recommendation methods have evolved from literal and semantic keyword matching to query expansion and query clarification. The latest query clarification method is knowledge gr…
cs.SE2023
A Chain of AI-based Solutions for Resolving FQNs and Fixing Syntax Errors in Partial Code
Qing Huang, Jiahui Zhu, Zhenchang Xing +3
API documentation, technical blogs and programming Q&A sites contain numerous partial code that can be reused in programming tasks, but often these code are uncompilable due to unr…
cs.SE2022
1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application
Qing Huang, Zhiqiang Yuan, Zhenchang Xing +3
Software programming requires both API reference (know-what) knowledge and programming task (know-how) knowledge. Lots of programming know-what and know-how knowledge is documented…