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Sean Papay

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#natural language process... Conference Oct 2024

Which Demographics do LLMs Default to During Annotation?

The question to which demographics an LLM resorts to when no demographics is given is asked and which attributes of human annotators LLMs inherently mimic are evaluated, which contrasts with previous studies that found no such effects.

Johannes Schäfer, Aidan Combs, Christopher Bagdon et al. · 23 citations · ⚡2

iPOE: Interpretable Prompt Optimization via Explanations

iOE is introduced, a novel interpretable prompt optimization strategy via explanations that can improve over the evaluated baselines by up to 39% and LLM explanations can replace human explanations in the proposed method.

Jiahui Li, Yarik Menchaca Resendiz, Sean Papay et al. · 0 citations

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