Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI Chain

Author:

Huang Qing1,Wan Zhenyu1,Xing Zhenchang2,Wang Changjing1,Chen Jieshan3,Xu Xiwei3,Lu Qinghua3

Affiliation:

1. Jiangxi Normal University,Nanchang,China

2. CSIRO's Data61 & Australian National University,Canberra,Australian

3. CSIRO's Data61,Canberra,Australian

Funder

National Nature Science Foundation of China

Publisher

IEEE

Reference50 articles.

1. A comparative study of decision tree ID3 and C4.5

2. 1+12: Programming know-what and know-how knowledge fusion, semantic enrichment and coherent application;huang;ArXiv,2022

3. What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus

4. Language models are few-shot learners;brown;Advances in neural information processing systems,2020

5. Answering uncertain, under-specified api queries assisted by knowledge-aware human-ai dialogue;huang;ArXiv Preprint,2023

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1. Deep API Sequence Generation via Golden Solution Samples and API Seeds;ACM Transactions on Software Engineering and Methodology;2024-09-13

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