Paper: On Sarcasm Detection with OpenAI GPT-based Models (ICLR-2024)

Reviewer comment (Evaluation):
You highlight that the most advanced fine-tuned GPT-3 model clocks in with both accuracy and F1-score of 0.81 in sarcasm detection. How does this stack up against prior models? Could you delve deeper and furnish information regarding the performance metrics of preceding models on this identical dataset?

Author response:
Thank you for the question! The information is summarized in Table 1 and Section 2.2. Accuracy of the previous five models varies from 0.69 to 0.79; F1 – from 0.69 to 0.78.