all AI news
Re-contextualizing Fairness in NLP: The Case of India. (arXiv:2209.12226v2 [cs.CL] UPDATED)
Sept. 29, 2022, 1:15 a.m. | Shaily Bhatt, Sunipa Dev, Partha Talukdar, Shachi Dave, Vinodkumar Prabhakaran
cs.CL updates on arXiv.org arxiv.org
Recent research has revealed undesirable biases in NLP data & models.
However, these efforts focus of social disparities in West, and are not
directly portable to other geo-cultural contexts. In this paper, we focus on
NLP fairness in the context of India. We start with a brief account of
prominent axes of social disparities in India. We build resources for fairness
evaluation in the Indian context and use them to demonstrate prediction biases
along some of the axes. We then …
More from arxiv.org / cs.CL updates on arXiv.org
Jobs in AI, ML, Big Data
Senior Data Engineer
@ Publicis Groupe | New York City, United States
Associate Principal Robotics Engineer - Research.
@ Dyson | United Kingdom - Hullavington Office
Duales Studium mit vertiefter Praxis: Bachelor of Science Künstliche Intelligenz und Data Science (m/w/d)
@ Gerresheimer | Wackersdorf, Germany
AI/ML Engineer (TS/SCI) {S}
@ ARKA Group, LP | Aurora, Colorado, United States
Data Integration Engineer
@ Find.co | Sliema
Data Engineer
@ Q2 | Bengaluru, India