Open Vietnamese Natural Language Processing Experiments
Playground provides open experiments and tutorials for Vietnamese Natural Language Processing
Comparison with State-of-the-Art
Underthesea models compare with best methods on a range of Vietnamese NLP tasks:
| Task | Dataset | Underthesea | Current/Previous Best |
|---|---|---|---|
| Classification | VNTC | 92.78 | 97.01 (Vu RIVF'07) |
| Dependency Parsing | VLSP2020-DP | 72.96 (LAS) | 76.27 (Doan VLSP'20) |
*Update: December 2020
Tutorials
We provide a set of experiments to get you build NLP models using underthesea:
- Training a Vietnamese Word Tokenizer
- Training a Vietnamese Text Classifier
- Training a Vietnamese Dependency Parser
Stack
- underthesea
v1.3.2a1 - pytorch
v1.5.1