Chain-of-thought prompting barely changes sentiment analysis accuracy for large language models, and the models lean on in-context demonstrations rather than reasoning.
In: The 61st Annual Meeting Of The Association For Computational Linguistics (2023)
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Reassessing the Role of Chain-of-Thought in Sentiment Analysis: Insights and Limitations
Chain-of-thought prompting barely changes sentiment analysis accuracy for large language models, and the models lean on in-context demonstrations rather than reasoning.