记者、情感与生成式人工智能聊天机器人的引入:对 ChatGPT 推出前后推文的大规模分析

Seth C. Lewis, David M. Markowitz, Jon Benedik Bunquin
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引用次数: 0

摘要

作为对生成式人工智能的影响进行更广泛研究的一部分,本研究调查了 ChatGPT 发布时记者的情绪反应。通过分析来自美国主要新闻机构记者的近 100 万条推文,我们追踪了 ChatGPT 于 2022 年 11 月推出前后的情感基调和情绪变化。通过使用各种计算和自然语言处理技术来测量 ChatGPT 发布后的情感变化,我们发现发布后积极情绪增加,基调更加有利,这表明人们最初对人工智能的潜力持乐观态度。这项研究强调了记者作为技术创新和颠覆的诠释者所发挥的关键作用,突出了他们的情绪反应如何影响公众对新兴技术的叙述。这项研究有助于理解新闻、情感和人工智能的交叉点,为了解生成式人工智能工具更广泛的社会影响提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Journalists, Emotions, and the Introduction of Generative AI Chatbots: A Large-Scale Analysis of Tweets Before and After the Launch of ChatGPT
As part of a broader look at the impact of generative AI, this study investigated the emotional responses of journalists to the release of ChatGPT at the time of its launch. By analyzing nearly 1 million Tweets from journalists at major U.S. news outlets, we tracked changes in emotional tone and sentiment before and after the introduction of ChatGPT in November 2022. Using various computational and natural language processing techniques to measure emotional shifts in response to ChatGPT's release, we found an increase in positive emotion and a more favorable tone post-launch, suggesting initial optimism toward AI's potential. This research underscores the pivotal role of journalists as interpreters of technological innovation and disruption, highlighting how their emotional reactions may shape public narratives around emerging technologies. The study contributes to understanding the intersection of journalism, emotion, and AI, offering insights into the broader societal impact of generative AI tools.
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