The State and Fate of Linguistic Diversity and Inclusion in the NLP World

Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, Monojit Choudhury


Abstract
Language technologies contribute to promoting multilingualism and linguistic diversity around the world. However, only a very small number of the over 7000 languages of the world are represented in the rapidly evolving language technologies and applications. In this paper we look at the relation between the types of languages, resources, and their representation in NLP conferences to understand the trajectory that different languages have followed over time. Our quantitative investigation underlines the disparity between languages, especially in terms of their resources, and calls into question the “language agnostic” status of current models and systems. Through this paper, we attempt to convince the ACL community to prioritise the resolution of the predicaments highlighted here, so that no language is left behind.
Anthology ID:
2020.acl-main.560
Volume:
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Month:
July
Year:
2020
Address:
Online
Venue:
ACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
6282–6293
Language:
URL:
https://aclanthology.org/2020.acl-main.560
DOI:
10.18653/v1/2020.acl-main.560
Bibkey:
Copy Citation:
PDF:
https://aclanthology.org/2020.acl-main.560.pdf
Video:
 http://slideslive.com/38929069