Search Results for author: Thomas I. Liao

Found 5 papers, 2 papers with code

Collective Constitutional AI: Aligning a Language Model with Public Input

1 code implementation12 Jun 2024 Saffron Huang, Divya Siddarth, Liane Lovitt, Thomas I. Liao, Esin Durmus, Alex Tamkin, Deep Ganguli

There is growing consensus that language model (LM) developers should not be the sole deciders of LM behavior, creating a need for methods that enable the broader public to collectively shape the behavior of LM systems that affect them.

Language Modelling Math

Towards Measuring the Representation of Subjective Global Opinions in Language Models

1 code implementation28 Jun 2023 Esin Durmus, Karina Nguyen, Thomas I. Liao, Nicholas Schiefer, Amanda Askell, Anton Bakhtin, Carol Chen, Zac Hatfield-Dodds, Danny Hernandez, Nicholas Joseph, Liane Lovitt, Sam McCandlish, Orowa Sikder, Alex Tamkin, Janel Thamkul, Jared Kaplan, Jack Clark, Deep Ganguli

We first build a dataset, GlobalOpinionQA, comprised of questions and answers from cross-national surveys designed to capture diverse opinions on global issues across different countries.

Ecosystem Graphs: The Social Footprint of Foundation Models

no code implementations28 Mar 2023 Rishi Bommasani, Dilara Soylu, Thomas I. Liao, Kathleen A. Creel, Percy Liang

Foundation models (e. g. ChatGPT, StableDiffusion) pervasively influence society, warranting immediate social attention.

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