Feiyu Xiong

NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs

2022 · arXiv (Cornell University)

NeuralKG is an open-source Python-based library for diverse representation learning of knowledge graphs. It implements three different series of Knowledge Graph Embedding (KGE) methods, including conventional KGEs, GNN-based KGEs, and Rule-based KGEs. With a unified …

Grimoire is All You Need for Enhancing Large Language Models

2024 · arXiv (Cornell University)

In-context Learning (ICL) is one of the key methods for enhancing the performance of large language models on specific tasks by providing a set of few-shot examples. However, the ICL capability of different types of …