Topbots

JUNE 15, 2023

Language Disparity in Natural Language Processing This digital divide in natural language processing (NLP) is an active area of research. 70% of research papers published in a computational linguistics conference only evaluated English.[ Association for Computational Linguistics.

Natural Language Processing 59

Natural Language Processing Computational Linguistics NLP ChatGPT 59

Sebastian Ruder

FEBRUARY 23, 2023

d) Hypernetwork: A small separate neural network generates modular parameters conditioned on metadata.  Instead of learning module parameters directly, they can be generated using an auxiliary model (a hypernetwork) conditioned on additional information and metadata. Computer vision and cross-modal learning.

Deep Learning 52

Deep Learning NLP Computer Vision Metadata 52

Sebastian Ruder

NOVEMBER 14, 2022

Developing models that work for more languages is important in order to offset the existing language divide and to ensure that speakers of non-English languages are not left behind, among many other reasons. Writing System and Speaker Metadata for 2,800+ Language Varieties. Lucassen, T., 2340–2354).

Natural Language Processing 52

Natural Language Processing NLP Computational Linguistics AI 52