Mitigating Gender Bias in Natural Language Processing: Literature Review

21 June 2019

Papers citing "Mitigating Gender Bias in Natural Language Processing: Literature Review"

28 / 278 papers shown

Title
The test set for the TransCoder system E. Davis ELM ViT 11 0 0 01 Aug 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Z Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 18 231 0 16 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 35 50 0 02 Jul 2020
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 13 54 0 30 Jun 2020
MDR Cluster-Debias: A Nonlinear WordEmbedding Debiasing Pipeline Yuhao Du K. Joseph 14 4 0 20 Jun 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? F. Iandola Albert Eaton Shaw Ravi Krishna Kurt Keutzer VLM 25 127 0 19 Jun 2020
Mitigating Gender Bias in Captioning Systems Ruixiang Tang Mengnan Du Yuening Li Zirui Liu Na Zou Xia Hu FaML 11 64 0 15 Jun 2020
Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus L. Bentivogli Beatrice Savoldi Matteo Negri Mattia Antonino Di Gangi R. Cattoni Marco Turchi 37 60 0 10 Jun 2020
Distilling Neural Networks for Greener and Faster Dependency Parsing Mark Anderson Carlos Gómez-Rodríguez 13 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 53 1,191 0 28 May 2020
MT-Adapted Datasheets for Datasets: Template and Repository Marta R. Costa-jussá Roger Creus Oriol Domingo A. Domínguez Miquel Escobar Cayetana López Marina Garcia Margarita Geleta 23 12 0 27 May 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning Procheta Sen Debasis Ganguly 27 18 0 14 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 19 122 0 01 May 2020
How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking Nicola De Cao M. Schlichtkrull Wilker Aziz Ivan Titov 25 89 0 30 Apr 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting Guanhua Zhang Bing Bai Junqi Zhang Kun Bai Conghui Zhu T. Zhao 20 67 0 29 Apr 2020
Unsupervised Discovery of Implicit Gender Bias Anjalie Field Yulia Tsvetkov 9 49 0 17 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 16 137 0 09 Apr 2020
Understanding Linearity of Cross-Lingual Word Embedding Mappings Xutan Peng Mark Stevenson Chenghua Lin Chen Li 28 5 0 02 Apr 2020
Bias in Machine Learning -- What is it Good for? Thomas Hellström Virginia Dignum Suna Bensch AI4CE FaML 8 3 0 01 Apr 2020
On the Integration of LinguisticFeatures into Statistical and Neural Machine Translation Eva Vanmassenhove 8 0 0 31 Mar 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 87 89 0 06 Mar 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul 16 87 0 24 Feb 2020
Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias Krishna Kumar Singh D. Mahajan Kristen Grauman Yong Jae Lee Matt Feiszli Deepti Ghadiyaram 24 107 0 09 Jan 2020
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 30 205 0 10 Nov 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. A. Schwartz Dirk Hovy AI4CE 27 258 0 09 Nov 2019
Towards Understanding Gender Bias in Relation Extraction Andrew Gaut Tony Sun Shirlyn Tang Yuxin Huang Jing Qian ... Jieyu Zhao Diba Mirza E. Belding Kai-Wei Chang William Yang Wang FaML 33 40 0 09 Nov 2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Ninareh Mehrabi Thamme Gowda Fred Morstatter Nanyun Peng Aram Galstyan 15 57 0 24 Oct 2019
Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance Mahault Garnerin Solange Rossato Laurent Besacier 15 51 0 23 Aug 2019