Measuring Bias in Contextualized Word Representations

18 June 2019

Papers citing "Measuring Bias in Contextualized Word Representations"

22 / 272 papers shown

Title
Measuring and Reducing Gendered Correlations in Pre-trained Models Kellie Webster Xuezhi Wang Ian Tenney Alex Beutel Emily Pitler Ellie Pavlick Jilin Chen Ed Chi Slav Petrov FaML 10 250 0 12 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 14 1,125 0 24 Sep 2020
Evaluating representations by the complexity of learning low-loss predictors William F. Whitney M. Song David Brandfonbrener Jaan Altosaar Kyunghyun Cho 15 23 0 15 Sep 2020
Investigating Gender Bias in BERT Rishabh Bhardwaj Navonil Majumder Soujanya Poria 25 106 0 10 Sep 2020
Discovering and Categorising Language Biases in Reddit Xavier Ferrer Aran Tom van Nuenen Jose Such Natalia Criado 6 49 0 06 Aug 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Z Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 16 231 0 16 Jul 2020
BERTology Meets Biology: Interpreting Attention in Protein Language Models Jesse Vig Ali Madani L. Varshney Caiming Xiong R. Socher Nazneen Rajani 8 288 0 26 Jun 2020
Distilling Neural Networks for Greener and Faster Dependency Parsing Mark Anderson Carlos Gómez-Rodríguez 11 18 0 01 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 18 1,185 0 28 May 2020
Living Machines: A study of atypical animacy Mariona Coll Ardanuy F. Nanni K. Beelen Kasra Hosseini R. Ahnert J. Lawrence Katherine McDonough Giorgia Tolfo Daniel C. S. Wilson Barbara McGillivray 11 20 0 22 May 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Victoria Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 137 54 0 03 May 2020
Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson Vinodkumar Prabhakaran Emily L. Denton Kellie Webster Yu Zhong Stephen Denuyl 11 302 0 02 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 6 117 0 01 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 40 207 0 01 May 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 20 954 0 20 Apr 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 8 170 0 11 Mar 2020
RobBERT: a Dutch RoBERTa-based Language Model Pieter Delobelle Thomas Winters Bettina Berendt 10 232 0 17 Jan 2020
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection Chris Dulhanty Jason L. Deglint Ibrahim Ben Daya A. Wong 20 22 0 27 Nov 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. A. Schwartz Dirk Hovy AI4CE 16 257 0 09 Nov 2019
On the Unintended Social Bias of Training Language Generation Models with Data from Local Media Omar U. Florez 8 5 0 01 Nov 2019
A Neural Entity Coreference Resolution Review Nikolaos Stylianou I. Vlahavas 8 38 0 21 Oct 2019
Entity-Centric Contextual Affective Analysis Anjalie Field Yulia Tsvetkov 17 31 0 05 Jun 2019