Song Lin

Quantum K-nearest neighbor classification algorithm based on Hamming distance

2021 · arXiv (Cornell University)

K-nearest neighbor classification algorithm is one of the most basic algorithms in machine learning, which determines the sample's category by the similarity between samples. In this paper, we propose a quantum K-nearest neighbor classification algorithm …

GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction

2023 · arXiv (Cornell University)

This paper aims to efficiently enable Large Language Models (LLMs) to use multimodal tools. Advanced proprietary LLMs, such as ChatGPT and GPT-4, have shown great potential for tool usage through sophisticated prompt engineering. Nevertheless, these …