Social Biases in NLP Models as Barriers for Persons with Disabilities

Social Biases in NLP Models as Barriers for Persons with Disabilities

2 May 2020

Vinodkumar Prabhakaran

Emily L. Denton

Papers citing "Social Biases in NLP Models as Barriers for Persons with Disabilities"

13 / 163 papers shown

Title
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 40 46 0 05 May 2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation Kang Min Yoo Dongju Park Jaewook Kang Sang-Woo Lee Woomyeong Park 45 235 0 18 Apr 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
From Toxicity in Online Comments to Incivility in American News: Proceed with Caution A. Hede Oshin Agarwal L. Lu Diana C. Mutz A. Nenkova 18 10 0 06 Feb 2021
Re-imagining Algorithmic Fairness in India and Beyond Nithya Sambasivan Erin Arnesen Ben Hutchinson Tulsee Doshi Vinodkumar Prabhakaran FaML 17 174 0 25 Jan 2021
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 57 513 0 09 Dec 2020
Evaluating Bias In Dutch Word Embeddings Rodrigo Alejandro Chávez Mulsa Gerasimos Spanakis 18 20 0 31 Oct 2020
Characterising Bias in Compressed Models Sara Hooker Nyalleng Moorosi Gregory Clark Samy Bengio Emily L. Denton 19 183 0 06 Oct 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 58 1,134 0 24 Sep 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Chenyu You R. Socher Nazneen Rajani 56 391 0 14 Sep 2020
The State of AI Ethics Report (June 2020) Abhishek Gupta Camylle Lanteigne Victoria Heath M. B. Ganapini Erick Galinkin Allison Cohen Tania De Gasperis Mo Akif Renjie Butalid 17 4 0 25 Jun 2020
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases W. Guo Aylin Caliskan 16 233 0 06 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 53 1,193 0 28 May 2020