ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
P Törnberg
[University of Amsterdam]
ChatGPT-4在零样本学习标注政治Twitter信息方面超过专家和众包标注人员
要点:
- 动机：旨在评估大型语言模型ChatGPT-4在Twitter信息分析任务中的准确性、可靠性和偏差，并将其与专家分类器和众包工作者手动标注的结果进行比较。
- 方法：通过零样本学习的方式来对政治Twitter信息进行分类，以此评估ChatGPT-4模型的性能表现，同时与专家和众包工作者手动标注的结果进行比较。
- 优势：发现ChatGPT-4在分类政治Twitter信息方面的表现优于专家和众包标注人员。这些发现表明，LLM对于文本数据的使用具有显著的科学意义，能够使得大规模的解释性研究成为可能，具有比传统方法更高的数据质量，而且成本和技术门槛更低。
ChatGPT-4通过零样本学习在分类政治Twitter信息方面的表现超过了专家和众包标注人员。
https://arxiv.org/abs/2304.06588 
正文完
可以使用微信扫码关注公众号（ID：xzluomor）
ufabet
มีเกมให้เลือกเล่นมากมาย: เกมเดิมพันหลากหลาย ครบทุกค่ายดัง
tornado crypto mixer
Discover the power of privacy with TornadoCash! Learn how this decentralized mixer ensures your transactions remain confidential.
ดูบอลสด
Very well presented. Every quote was awesome and thanks for sharing the content. Keep sharing and keep motivating others.
ดูบอลสด
Pretty! This has been a really wonderful post. Many thanks for providing these details.
ดูบอลสด
Pretty! This has been a really wonderful post. Many thanks for providing these details.
ดูบอลสด
Hi there to all, for the reason that I am genuinely keen of reading this website’s post to be updated on a regular basis. It carries pleasant stuff.
Obrazy Sztuka Nowoczesna
Thank you for this wonderful contribution to the topic. Your ability to explain complex ideas simply is admirable.
ufabet
Hi there to all, for the reason that I am genuinely keen of reading this website’s post to be updated on a regular basis. It carries pleasant stuff.
ufabet
Very well presented. Every quote was awesome and thanks for sharing the content. Keep sharing and keep motivating others.