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Tianyi (Alex) Qiu — AI Alignment Forum

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Eliciting base models with simple unsupervised techniques

by Callum Canavan, Aditya Shrivastava, Allison Qi, Tianyi (Alex) Qiu, Jonathan Michala, and Fabien Roger

Authors: Aditya Shrivastava*, Allison Qi*, Callum Canavan*, Tianyi Alex Qiu, Jonathan Michala, Fabien Roger (*Equal contributions, reverse alphabetical) Wen et al. introduced the internal coherence maximization (ICM) algorithm for unsupervised elicitation of base models. They showed that for several datasets, training a base model on labels generated by their algorithm...