https://github.com/undertheseanlp/playground
Open Vietnamese NLP Experiments
https://github.com/undertheseanlp/playground
natural-language-processing nlp
Last synced: 2 months ago
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Open Vietnamese NLP Experiments
- Host: GitHub
- URL: https://github.com/undertheseanlp/playground
- Owner: undertheseanlp
- Created: 2020-10-28T10:36:53.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2021-05-03T13:24:49.000Z (about 4 years ago)
- Last Synced: 2025-01-08T16:23:16.895Z (4 months ago)
- Topics: natural-language-processing, nlp
- Language: Python
- Homepage:
- Size: 16.2 MB
- Stars: 2
- Watchers: 2
- Forks: 2
- Open Issues: 18
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
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](https://github.com/undertheseanlp/NLP-Vietnamese-progress):
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](plays/vlsp2013_wtk)
* [Training a Vietnamese Text Classifier](plays/classification)
* [Training a Vietnamese Dependency Parser](plays/dependency_parsing)
## Stack
* underthesea `v1.3.2a1`
* pytorch `v1.5.1`