Word Segmentation Python Packages

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

pythainlp

Thai natural language processing in Python

symspellpy

Python port of SymSpell: 1 million times faster spelling correction & fuzzy search through Symmetric Delete spelling correction algorithm

kiwipiepy

Python API for Kiwi

kiwipiepy-model

Python API for Kiwi

nagisa

A Japanese tokenizer based on recurrent neural networks

pycantonese

Cantonese Linguistics and NLP

rustling

A high-performance library for computational linguistics

adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

youtokentome

Unsupervised text tokenizer focused on computational efficiency

wordseg

Word segmentation models

bi-lstm-crf

A PyTorch implementation of the BI-LSTM-CRF model.

tf-sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

bert-multitask-learning

BERT for Multitask Learning

khmer-viterbi-segmenter

Deterministic Khmer segmentation with curated spelling

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

vncorenlp

A Python wrapper for VnCoreNLP using a bidirectional communication channel.

lac

百度NLP：分词，词性标注，命名实体识别，词重要性

kitoken

Fast tokenizer for language models, supporting BPE, Unigram and WordPiece tokenization

cjieba

Python cffi binding for cjieba

hellonlp

NLP tools

dksplit

High-performance string segmentation using BiLSTM-CRF

symspellcpppy

A Fast SymSpell port for python written in C++ using pybind11.

hashformers

Word segmentation with transformers