Using Natural Sentences for Understanding Biases in Language Models

12 May 2022

Papers citing "Using Natural Sentences for Understanding Biases in Language Models"

16 / 16 papers shown

Title
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages Alessio Buscemi Cedric Lothritz Sergio Morales Marcos Gomez-Vazquez Robert Clarisó Jordi Cabot German Castignani 26 0 0 19 Apr 2025
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Vagrant Gautam Eileen Bingert D. Zhu Anne Lauscher Dietrich Klakow 38 8 0 04 Apr 2024
The Impact of Unstated Norms in Bias Analysis of Language Models Farnaz Kohankhaki D. B. Emerson David B. Emerson Laleh Seyyed-Kalantari Faiza Khan Khattak 50 1 0 04 Apr 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck R. Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 38 3 0 12 Mar 2024
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges Thilo Spinner Rebecca Kehlbeck R. Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Andreas Spitz Mennatallah El-Assady 25 2 0 17 Oct 2023
Multilingual Text Representation Fahim Faisal 19 0 0 02 Sep 2023
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Vipul Gupta Pranav Narayanan Venkit Hugo Laurenccon Shomir Wilson R. Passonneau 36 12 0 24 Aug 2023
Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models Pranav Narayanan Venkit Mukund Srinath Shomir Wilson 23 17 0 18 Jul 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 42 19 0 13 Jun 2023
Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks Katelyn Mei Sonia Fereidooni Aylin Caliskan 14 45 0 08 Jun 2023
MISGENDERED: Limits of Large Language Models in Understanding Pronouns Tamanna Hossain Sunipa Dev Sameer Singh AILaw 17 34 0 06 Jun 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 27 102 0 20 Mar 2023
Fairness in Language Models Beyond English: Gaps and Challenges Krithika Ramesh Sunayana Sitaram Monojit Choudhury 25 23 0 24 Feb 2023
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 16 19 0 20 Dec 2022
Gender Biases Unexpectedly Fluctuate in the Pre-training Stage of Masked Language Models Kenan Tang Hanchun Jiang AI4CE 13 1 0 26 Nov 2022
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 615 0 03 Sep 2019