Yifan Zhao

Cooperative Bi-path Metric for Few-shot Learning

2020 · arXiv (Cornell University)

Given base classes with sufficient labeled samples, the target of few-shot classification is to recognize unlabeled samples of novel classes with only a few labeled samples. Most existing methods only pay attention to the relationship …

On the Generalized Cross-Law of Importation in Fuzzy Logic

2020 · Mathematics

Recently, Baczyński et al. introduced two pexider-type generalisations of the law of importation in fuzzy logic, i.e., I(C(x, α), y)=I(x, J(α, y) (GLI) and I(C(x, α), y)=J(x, I(α, y) (CLI), where C is a fuzzy …

Do Advanced Language Models Eliminate the Need for Prompt Engineering in Software Engineering?

2024 · arXiv (Cornell University)

Large Language Models (LLMs) have significantly advanced software engineering (SE) tasks, with prompt engineering techniques enhancing their performance in code-related areas. However, the rapid development of foundational LLMs such as the non-reasoning model GPT-4o and …