Dan Yang

Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network

2021

Plot-based Graphic API recommendation (Plot2API) is an unstudied but meaningful issue, which has several important applications in the context of software engineering and data visualization, such as the plotting guidance of the beginner, graphic API …

Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

2024 · arXiv (Cornell University)

In recent years, large language models (LLMs) have made remarkable achievements in various domains. However, the untimeliness and cost of knowledge updates coupled with hallucination issues of LLMs have curtailed their applications in knowledge intensive …