Fine-tuned GPT-3.5-turbo agrees with expert climate coders on social media claims as often as the experts agree with each other (alpha=0.89), but the study's open-source benchmark is weakened by a flawed prompt and random replacement of invalid responses.
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Enhancing LLMs for Governance with Human Oversight: Evaluating and Aligning LLMs on Expert Classification of Climate Misinformation for Detecting False or Misleading Claims about Climate Change
Fine-tuned GPT-3.5-turbo agrees with expert climate coders on social media claims as often as the experts agree with each other (alpha=0.89), but the study's open-source benchmark is weakened by a flawed prompt and random replacement of invalid responses.