Papers › Low-resource Languages: A Review of Past Work and Future Challenges

Low-resource Languages: A Review of Past Work and Future Challenges

12 Jun 2020arXiv:2006.07264archive 2025-07-28

Alexandre Magueresse, Vincent Carles, Evan Heetderks

A current problem in NLP is massaging and processing low-resource languages which lack useful training attributes such as supervised data, number of native speakers or experts, etc. This review paper concisely summarizes previous groundbreaking achievements made towards resolving this problem, and analyzes potential improvements in the context of the overall future research direction.

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