Jiaao Chen

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

2023

Spurred by advancements in scale, large language models (LLMs) have demonstrated the ability to perform a variety of natural language processing (NLP) tasks zero-shot—i.e., without adaptation on downstream data. Recently, the debut of ChatGPT has …

Can Large Language Models Transform Computational Social Science?

2023 · Computational Linguistics

Abstract Large language models (LLMs) are capable of successfully performing many language processing tasks zero-shot (without training data). If zero-shot LLMs can also reliably classify and explain social phenomena like persuasiveness and political ideology, then …