ChatGPT v.s. Media Bias: A Comparative Study of GPT-3.5 and Fine-tuned Language Models

arXiv:2403.20158v1 Announce Type: new
Abstract: In our rapidly evolving digital sphere, the ability to discern media bias becomes crucial as it can shape public sentiment and influence pivotal decisions. The advent of large language models (LLMs), such as ChatGPT, noted for their broad utility in various natural language processing (NLP) tasks, invites exploration of their efficacy in media bias detection. Can ChatGPT detect media bias? This study seeks to answer this question by leveraging the Media Bias Identification Benchmark (MBIB) …

abstract arxiv bias chatgpt cs.ai cs.cl decisions digital gpt gpt-3 gpt-3.5 influence language language models large language large language models llms media natural pivotal public sentiment sphere study type utility