An extensive benchmark study on biomedical text generation and mining with ChatGPT.

ABSTRACT:

Motivation

In recent years, the development of natural language process (NLP) technologies and deep learning hardware has led to significant improvement in large language models (LLMs). The ChatGPT, the state-of-the-art LLM built on GPT-3.5 and GPT-4, shows excellent capabilities in general language understanding and reasoning. Researchers also tested the GPTs on a variety of NLP-related tasks and benchmarks and got excellent results. With exciting performance on daily chat, researchers began to explore the capacity of ChatGPT on expertise that requires professional education for human and we are interested in the biomedical domain.

Results

To evaluate the performance of ChatGPT on biomedical-related tasks, this article presents a comprehensive benchmark study on the use of

SUBMITTER: Chen Q 

PROVIDER: S-EPMC10562950 | biostudies-literature | 2023 Sep

REPOSITORIES: biostudies-literature