Investigating Gender Bias in BERT

10 September 2020

Papers citing "Investigating Gender Bias in BERT"

43 / 43 papers shown

Title
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences Liu Yu Ludie Guo Ping Kuang Fan Zhou 44 0 0 12 Jan 2025
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data Rik Raes Saskia Lensink Mykola Pechenizkiy 29 0 0 14 Nov 2024
NLP4PBM: A Systematic Review on Process Extraction using Natural Language Processing with Rule-based, Machine and Deep Learning Methods William Van Woensel Soroor Motie 23 0 0 10 Sep 2024
The Language of Weather: Social Media Reactions to Weather Accounting for Climatic and Linguistic Baselines James C. Young Rudy Arthur Hywel T. P. Williams 23 0 0 10 Jul 2024
Blended Bots: Infiltration through Identity Deception on Social Media Samantha C. Phillips Lynnette Hui Xian Ng Kathleen M. Carley 22 0 0 07 Jun 2024
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models Hillary Dawkins I. Nejadgholi Daniel Gillis J. McCuaig 18 0 0 27 Mar 2024
cantnlp@LT-EDI-2024: Automatic Detection of Anti-LGBTQ+ Hate Speech in Under-resourced Languages Sidney Gig-Jan Wong Matthew Durward 16 0 0 28 Jan 2024
An investigation of structures responsible for gender bias in BERT and DistilBERT Thibaud Leteno Antoine Gourru Charlotte Laclau Christophe Gravier 38 4 0 12 Jan 2024
The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media Bias Timo Spinde Smilla Hinterreiter Fabian Haak Terry Ruas Helge Giese Norman Meuschke Bela Gipp 21 12 0 26 Dec 2023
Benefits and Harms of Large Language Models in Digital Mental Health Munmun De Choudhury Sachin R. Pendse Neha Kumar LM&MA AI4MH 30 41 0 07 Nov 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 21 0 0 02 Sep 2023
Gender Bias in BERT -- Measuring and Analysing Biases through Sentiment Rating in a Realistic Downstream Classification Task Sophie F. Jentzsch Cigdem Turan 13 31 0 27 Jun 2023
Gender Bias in Transformer Models: A comprehensive survey Praneeth Nemani Yericherla Deepak Joel Pallavi Vijay Farhana Ferdousi Liza 24 3 0 18 Jun 2023
Are fairness metric scores enough to assess discrimination biases in machine learning? Fanny Jourdan Laurent Risser Jean-Michel Loubes Nicholas M. Asher FaML 16 5 0 08 Jun 2023
Evaluation of Social Biases in Recent Large Pre-Trained Models Swapnil Sharma Nikita Anand V. KranthiKiranG. Alind Jain 26 0 0 13 Apr 2023
Parameter-efficient Modularised Bias Mitigation via AdapterFusion Deepak Kumar Oleg Lesota George Zerveas Daniel Cohen Carsten Eickhoff Markus Schedl Navid Rekabsaz MoMe KELM 20 24 0 13 Feb 2023
Measuring Harmful Representations in Scandinavian Language Models Samia Touileb Debora Nozza 17 10 0 21 Nov 2022
Does Debiasing Inevitably Degrade the Model Performance Yiran Liu Xiao-Yang Liu Haotian Chen Yang Yu 35 2 0 14 Nov 2022
Montague semantics and modifier consistency measurement in neural language models Danilo S. Carvalho Edoardo Manino Julia Rozanova Lucas C. Cordeiro André Freitas 24 0 0 10 Oct 2022
Power of Explanations: Towards automatic debiasing in hate speech detection Yitao Cai Arthur Zimek Gerhard Wunder Eirini Ntoutsi 37 6 0 07 Sep 2022
Debiasing Gender Bias in Information Retrieval Models Dhanasekar Sundararaman Vivek Subramanian 13 2 0 02 Aug 2022
Toward Understanding Bias Correlations for Mitigation in NLP Lu Cheng Suyu Ge Huan Liu 36 8 0 24 May 2022
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences Mark Anderson Jose Camacho-Collados 35 0 0 16 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 17 65 0 05 May 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 37 10 0 21 Apr 2022
Identifying and Measuring Token-Level Sentiment Bias in Pre-trained Language Models with Prompts Apoorv Garg Deval Srivastava Zhiyang Xu Lifu Huang 16 5 0 15 Apr 2022
Quantifying Societal Bias Amplification in Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia 19 49 0 29 Mar 2022
Finding Structural Knowledge in Multimodal-BERT Victor Milewski Miryam de Lhoneux Marie-Francine Moens 24 9 0 17 Mar 2022
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski 18 3 0 24 Feb 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 27 4 0 24 Jan 2022
Gender Bias in Text: Labeled Datasets and Lexicons Jad Doughman Wael Khreich 29 8 0 21 Jan 2022
Unintended Bias in Language Model-driven Conversational Recommendation Tianshu Shen Jiaru Li Mohamed Reda Bouadjenek Zheda Mai Scott Sanner 11 7 0 17 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 109 0 28 Dec 2021
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI Ishan Tarunesh Somak Aditya Monojit Choudhury ELM LRM 31 4 0 04 Dec 2021
On the Universality of Deep Contextual Language Models Shaily Bhatt Poonam Goyal Sandipan Dandapat Monojit Choudhury Sunayana Sitaram ELM 25 5 0 15 Sep 2021
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning Piotr Pikekos Henryk Michalewski Mateusz Malinowski 27 28 0 07 Jun 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers Chuhan Wu Fangzhao Wu Yongfeng Huang 23 63 0 02 Jun 2021
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus A. Luccioni J. Viviano 26 113 0 06 May 2021
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders Brendan Chambers James A. Evans MedIm 13 0 0 13 Apr 2021
Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models Hannah Rose Kirk Yennie Jun Haider Iqbal Elias Benussi Filippo Volpin F. Dreyer Aleksandar Shtedritski Yuki M. Asano 19 180 0 08 Feb 2021
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning Xisen Jin Francesco Barbieri Brendan Kennedy Aida Mostafazadeh Davani Leonardo Neves Xiang Ren 35 5 0 24 Oct 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 42 207 0 01 May 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014