underthesea 1.0.18

Vietnamese NLP Toolkit

Under The Sea - Vietnamese NLP Toolkit

• Free software: GNU General Public License v3

• Documentation: https://underthesea.readthedocs.io

Features

1. Corpus

Collection of Vietnamese corpus

• Vietnamese Dictionary (74k words)

• Vietnamese News Corpus (10k documents)

• Vietnamese Wikipedia Corpus (8k documents)

2. Word Segmentation

Vietnamese Word Segmentation using conditional random fields

• Word Segmentation API

• Word Segmentation Experiences

Up Coming Features

• POS Tagging (API, Pos Tagging Experiences)

• Word Representation (Word Representation Experiences)

• Chunking (Experiences)

• Dependency Parsing (Experiences)

• Named Entity Recognition

• Sentiment Analysis

History

1.0.18 (2017-05-24)

• Fix word_sent method

• Enhance performance

• Add word_sent package

1.0.9 (2017-03-07)

• Add Corpus class

• Add Transformer classes

• Integrated with dictionary of Ho Ngoc Duc

• Add travis-CI

• Auto build with PyPI

1.0.0 (2017-03-01)

• First release on PyPI.

• First release on Readthedocs