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134 search results found

Sentencepiece ⭐ 8,851

Unsupervised text tokenizer for Neural Network-based text generation.

Pkuseg Python ⭐ 6,001

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

百度NLP：分词，词性标注，命名实体识别，词重要性

Symspell ⭐ 3,057

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

Subword Nmt ⭐ 1,937

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Youtokentome ⭐ 943

Unsupervised text tokenizer focused on computational efficiency

Pythainlp ⭐ 930

Thai Natural Language Processing in Python.

Fasthan ⭐ 730

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方

Symspellpy ⭐ 693

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

Jieba Rs ⭐ 585

The Jieba Chinese Word Segmentation Implemented in Rust

Ekphrasis ⭐ 583

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).

BERT for Multitask Learning

Vncorenlp ⭐ 472

A Vietnamese natural language processing toolkit (NAACL 2018)

Ckip Transformers ⭐ 439

CKIP Transformers

Kiwi(지능형 한국어 형태소 분석기)

A Japanese tokenizer based on recurrent neural networks

Jumanpp ⭐ 334

Juman++ (a Morphological Analyzer Toolkit)

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

Pycantonese ⭐ 290

Cantonese Linguistics and NLP

Python Wordsegment ⭐ 268

English word segmentation, written in pure-Python, and based on a trillion-word corpus.

Multi Criteria Cws ⭐ 260

Simple Solution for Multi-Criteria Chinese Word Segmentation

Pytorch Nlu ⭐ 226

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

Fastcws ⭐ 184

轻量级高性能中文分词项目

Kiwipiepy ⭐ 182

Python API for Kiwi

Bi Lstm Crf ⭐ 180

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

The Kyoto Text Analysis Toolkit for word segmentation and pronunciation estimation, etc.

Deeplearning_nlp ⭐ 149

基于深度学习的自然语言处理库

Id Cnn Cws ⭐ 130

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

Convseg ⭐ 130

Convolutional neural network and word embeddings for Chinese word segmentation

Review Helpfulness Prediction ⭐ 126

Project of automatically detecting review helpfulness. Using

Nlpcc Wordseg Weibo ⭐ 121

NLPCC 2016 微博分词评测项目

Richwordsegmentor ⭐ 119

Neural word segmentation with rich pretraining, code for ACL 2017 paper

A comparison tool of Japanese tokenizers

Ckipnlp ⭐ 100

CKIP CoreNLP Toolkits

Node.js Version of MMSG for Chinese Word Segmentation

Greedycws ⭐ 86

Source code for an ACL2017 paper on Chinese word segmentation

Cws_dict ⭐ 83

Source codes for paper "Neural Networks Incorporating Dictionaries for Chinese Word Segmentation", AAAI 2018

Rnn Classification ⭐ 83

classify text by rnn/lstm, based on TensorFlow r1.0

Source code for an ACL2016 paper of Chinese word segmentation

TIP-LAS: An open source toolkit for Tibetan word segmentation and part-of-speech tagging

Rdrsegmenter ⭐ 67

A Fast and Accurate Vietnamese Word Segmenter (LREC 2018)

Uetsegmenter ⭐ 62

A toolkit for Vietnamese word segmentation

Text Segmentation ⭐ 61

Document scanner until word segmentation

Hanzi Tools ⭐ 58

Converts from Chinese characters to pinyin, between simplified and traditional, and does word segmentation.

利用深度学习实现中文分词

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

myPOS (Myanmar Part-of-Speech) Corpus for Myanmar NLP Research and Developments

Wordsegmentationtm ⭐ 54

Fast Word Segmentation with Triangular Matrix

Nationalist Or Populist ⭐ 53

The Expression of Nationalist and Populist Emotions

Sylbreak ⭐ 52

Syllable segmentation tool for Myanmar language (Burmese) by Ye.

Emacs Chinese Word Segmentation ⭐ 51

基于结巴分词的 Emacs 中文分词工具

Blstm Cws ⭐ 47

blstm-cws : Bi-directional LSTM for Chinese Word Segmentation

Nlp Roadmap ⭐ 44

🗺️ 一个自然语言处理的学习路线图

Latticelm ⭐ 43

Software for unsupervised word segmentation and language model learning using lattices

Subwordencoding Cws ⭐ 43

Subword Encoding in Lattice LSTM for Chinese Word Segmentation

Customized Symspell ⭐ 42

Java port of SymSpell: 1 million times faster through Symmetric Delete spelling correction algorithm

Embedding Matching Word Segmenter ⭐ 38

Code for the ACL-2015 paper "Accurate Linear-Time Chinese Word Segmentation via Embedding Matching"

Pytorch_joint Word Segmentation And Pos Tagging ⭐ 37

Paper: A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging

Symspellcpppy ⭐ 35

Fast SymSpell written in c++ and exposes to python via pybind11

基于深度学习的自然语言处理库

Tts Thai ⭐ 31

Word_tokenize ⭐ 31

Vietnamese Word Tokenize

Sentencepiece Jni ⭐ 27

Java JNI wrapper for SentencePiece: unsupervised text tokenizer for Neural Network-based text generation.

Python Vncorenlp ⭐ 26

A Python wrapper for VnCoreNLP using a bidirectional communication channel.

Chinese Word Segmentation

Codeprep ⭐ 24

A toolkit for pre-processing large source code corpora

Code & Data for our COLING 2018 paper "Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text"

Chinese Word Segmentation using CRF++

Spelling correction and string segmentation written in Go

Vnlp Outline ⭐ 23

Describe Vietnamese NLP tools, resources and techniques related on Vietnamese.

Cws Tensorflow ⭐ 23

基于Tensorflow的中文分词模型

Chinese Word Segmentation In Nlp ⭐ 22

State of the art Chinese Word Segmentation with Bi-LSTMs

Nnsegmentation ⭐ 22

Word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

Hellonlp ⭐ 22

NLP tools, word segmentation, sentence segmentation， New-Word-Discovery，新词发现

Golang wapper for NLPIR/ICTCLAS2015.

Tools used to do Chinese Word Segmentation

Sentencepiece ⭐ 21

R package for Byte Pair Encoding / Unigram modelling based on Sentencepiece

Youtokentome Ruby ⭐ 20

High performance unsupervised text tokenization for Ruby

Trtokenizer ⭐ 20

🧩 A simple sentence tokenizer.

Nntransitionsegmentor ⭐ 17

Transition-based word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

Han Segment ⭐ 16

基于隐式马尔可夫模型和正向最大化匹配的中文分词系统

An implementation of parallel gibbs sampling for word segmentation and POS tagging.

Latticewordsegmentation ⭐ 16

Software to apply unsupervised word segmentation on lattices or text sequences using a nested hierarchical Pitman Yor language model

Bytepairencoding.jl ⭐ 15

Julia implementation of Byte Pair Encoding for NLP

Sanskrit compound segmentation using seq2seq model

Rakutenma Python ⭐ 14

Rakuten MA (Python version)

Wordsegmentationdp ⭐ 14

Word Segmentation with Dynamic Programming

Sina News Crawler and Word Segmentation

Cross Domain Cws ⭐ 13

Code for IJCAI 2018 paper "Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation"

Myan Word Breaker ⭐ 13

Myanmar Word Segmentation Tool

Jointcwsparser ⭐ 12

Code for "A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing"

Ocrd_calamari ⭐ 12

Recognize text using Calamari OCR and the OCR-D framework

Khmernlp ⭐ 12

Various experimental NLP tasks for Khmer language

Real-time automatic word segmentation (for user-generated texts)

A Python toolbox for text based word segmentation

An unsupervised Chinese word segmentation tool.

Wcc Segmentation ⭐ 11

Chinese word segmentation model with word-based character embeddings.

Cjieba Py ⭐ 11

Python cffi binding to CppJieba

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Python Word Segmentation (128)

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