A Socratic LLM that questions annotators during labeling improved post-deliberation accuracy and confidence compared to a prior synchronous human-deliberation benchmark.
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Wisdom of the Crowd, Without the Crowd: A Socratic LLM for Asynchronous Deliberation on Perspectivist Data
A Socratic LLM that questions annotators during labeling improved post-deliberation accuracy and confidence compared to a prior synchronous human-deliberation benchmark.