Trustworthy Social Bias Measurement

20 December 2022

Papers citing "Trustworthy Social Bias Measurement"

10 / 10 papers shown

Title
Toward an Evaluation Science for Generative AI Systems Laura Weidinger Deb Raji Hanna M. Wallach Margaret Mitchell Angelina Wang Olawale Salaudeen Rishi Bommasani Sayash Kapoor Deep Ganguli Sanmi Koyejo EGVM ELM 62 3 0 07 Mar 2025
Applying Standards to Advance Upstream & Downstream Ethics in Large Language Models Jose Berengueres Marybeth Sandell 17 0 0 06 Jun 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models Ioana Baldini Chhavi Yadav Payel Das Kush R. Varshney MLAU 14 3 0 22 May 2023
Inseq: An Interpretability Toolkit for Sequence Generation Models Gabriele Sarti Nils Feldhus Ludwig Sickert Oskar van der Wal Malvina Nissim Arianna Bisazza 25 64 0 27 Feb 2023
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 14 6 0 24 Nov 2022
Quantifying Social Biases Using Templates is Unreliable P. Seshadri Pouya Pezeshkpour Sameer Singh 44 33 0 09 Oct 2022
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 210 364 0 15 Oct 2021
Assessing the Reliability of Word Embedding Gender Bias Measures Yupei Du Qixiang Fang D. Nguyen 42 21 0 10 Sep 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 221 402 0 24 Feb 2021
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 204 607 0 03 Sep 2019