Table of Contents
Low-Resource NLP
Overviews
Papers
Datasets
Conferences and Workshops
Courses and Tutorials
People
Related Pages
Low-Resource NLP
Overviews
Hedderich et al 2020 - A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
Papers
Garrette & Baldridge 2013 - Learning a Part-of-Speech Tagger from Two Hours of Annotation
Wang et al 2022 - PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
Zhang et al 2022 - How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language
AfriBERTa:
Ogueji et al 2021 - Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages
Datasets
Cherokee
See
Shiyue Zhang's work
ChrEn dataset
for MT
African Languages
NER:
MasakhaNER
Adelani et al 2021 - MasakhaNER: Named entity recognition for African languages
Many
Google's
Under-Represented Languages for NLP
:
github
Conferences and Workshops
AfricaNLP Workshop
2021
Courses and Tutorials
CMU LTI Low Resource NLP Bootcamp 2020
People
Shruti Rijhwani
Related Pages
Machine Translation - Low-Resource