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The Top 234 Pos Tagging Open Source Projects

Categories > Machine Learning > Pos Tagging
Hanlp ⭐ 27,532
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
dependent packages 16total releases 42most recent commit 8 days ago
Nlp Models Tensorflow ⭐ 1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
most recent commit 2 years ago
Underthesea ⭐ 1,048
Underthesea - Vietnamese NLP Toolkit
dependent packages 4total releases 98most recent commit 12 days agopypi underthesea} Downloads
Xmnlp ⭐ 940
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
total releases 13most recent commit 20 days ago
Soynlp ⭐ 801
한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.
dependent packages 5total releases 33most recent commit 3 months agopypi soynlp} Downloads
Jcseg ⭐ 788
Jcseg is a light weight NLP framework developed with Java. Provide CJK and English segmentation based on MMSEG algorithm, With also keywords extraction, key sentence extraction, summary extraction implemented based on TEXTRANK algorithm. Jcseg had a build-in http server and search modules for lucene,solr,elasticsearch,opensearch
dependent packages 10total releases 12most recent commit 9 months ago
Kagome ⭐ 689
Self-contained Japanese Morphological Analyzer written in pure Go
dependent packages 17total releases 67most recent commit a month ago
Wink Nlp ⭐ 645
Developer friendly Natural Language Processing ✨
total releases 24most recent commit 5 days ago
Sudachi ⭐ 611
A Japanese Tokenizer for Business
dependent packages 1total releases 16most recent commit 2 months ago
Phobert ⭐ 461
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
most recent commit 5 months ago
Cogcomp Nlp ⭐ 448
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
most recent commit 5 months ago
Vncorenlp ⭐ 447
A Vietnamese natural language processing toolkit (NAACL 2018)
most recent commit 5 months ago
Nlpnet ⭐ 396
A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.
most recent commit a year ago
Articutapi ⭐ 373
API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。
total releases 22most recent commit a month ago
Malaya ⭐ 335
Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
dependent packages 2total releases 149most recent commit 16 days agopypi malaya} Downloads
Smoothnlp ⭐ 320
专注于可解释的NLP技术 An NLP Toolset With A Focus on Explainable Inference
total releases 21most recent commit 2 years ago
Sudachipy ⭐ 318
Python version of Sudachi, a Japanese tokenizer.
most recent commit 2 months ago
Jumanpp ⭐ 317
Juman++ (a Morphological Analyzer Toolkit)
most recent commit 16 days ago
Nagisa ⭐ 312
A Japanese tokenizer based on recurrent neural networks
dependent packages 6total releases 21most recent commit 2 months agopypi nagisa} Downloads
Camel_tools ⭐ 255
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
total releases 18most recent commit a month ago
Engtagger ⭐ 226
English Part-of-Speech Tagger Library; a Ruby port of Lingua::EN::Tagger
dependent packages 59total releases 8most recent commit 4 months agorubygems engtagger} Downloads
Monpa ⭐ 222
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
total releases 10most recent commit 4 months ago
A Pytorch Tutorial To Sequence Labeling ⭐ 202
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
most recent commit 2 years ago
Udpipe ⭐ 196
R package for Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing Based on the UDPipe Natural Language Processing Toolkit
dependent packages 15total releases 21most recent commit 22 days ago
Pytorch_ner_bilstm_cnn_crf ⭐ 180
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF implement in pyotrch
most recent commit 4 years ago
Sudachidict ⭐ 174
A lexicon for Sudachi
dependent packages 14total releases 17most recent commit a month agopypi SudachiDict-core} Downloads
Sudachi.rs ⭐ 170
Sudachi in Rust 🦀 and new generation of SudachiPy
dependent packages 21total releases 38most recent commit a month agopypi SudachiPy} Downloads
Vntk ⭐ 155
Vietnamese NLP Toolkit for Node
dependent packages 1total releases 15most recent commit 2 years agonpm vntk} Downloads
Deeplearning_nlp ⭐ 149
基于深度学习的自然语言处理库
most recent commit 4 years ago
Jptdp ⭐ 132
Neural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)
most recent commit 4 years ago
Pytorch Nlu ⭐ 120
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.
total releases 2most recent commit 9 months ago
Rdrpostagger ⭐ 117
A fast and accurate POS and morphological tagging toolkit (EACL 2014)
most recent commit 3 years ago
Pytorch Pos Tagging ⭐ 109
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
most recent commit a year ago
Indonesian Nlp Resources ⭐ 98
data resource untuk NLP bahasa indonesia
most recent commit 2 years ago
Phonlp ⭐ 97
PhoNLP: A BERT-based multi-task learning model for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)
total releases 25most recent commit 5 months ago
Datalinguist ⭐ 87
Stanford CoreNLP in idiomatic Clojure.
most recent commit 5 months ago
Qutuf ⭐ 86
Qutuf (قُطُوْف): An Arabic Morphological analyzer and Part-Of-Speech tagger as an Expert System.
most recent commit 3 years ago
Tweebanknlp ⭐ 78
[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset
most recent commit 5 months ago
Bi Lstm Crf ⭐ 76
A PyTorch implementation of the BI-LSTM-CRF model.
total releases 5most recent commit 2 years ago
Nlp Cheat Sheet Python ⭐ 74
NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition
most recent commit 3 days ago
Gum ⭐ 71
Repository for the Georgetown University Multilayer Corpus (GUM)
most recent commit a month ago
Uetsegmenter ⭐ 62
A toolkit for Vietnamese word segmentation
most recent commit a month ago
Pattern.nlp ⭐ 60
R package to perform sentiment analysis and Parts of Speech tagging for Dutch/French/English/German/Spanish/Italian
most recent commit 4 years ago
Dnn_cws ⭐ 57
利用深度学习实现中文分词
most recent commit 5 years ago
Spacy Lefff ⭐ 56
Custom French POS and lemmatizer based on Lefff for spacy
dependent packages 1total releases 18most recent commit 3 months agopypi spacy-lefff} Downloads
Syntaxnet ⭐ 52
Syntaxnet Parsey McParseface wrapper for POS tagging and dependency parsing
most recent commit 5 years ago
Mypos ⭐ 49
myPOS (Myanmar Part-of-Speech) Corpus for Myanmar NLP Research and Developments
most recent commit 10 months ago
Mqnlp ⭐ 48
自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.
most recent commit 4 years ago
How To Use Syntaxnet ⭐ 45
Demo code to use SyntaxNet for basic paraphrasing.
most recent commit 5 years ago
Farasapy ⭐ 43
A Python implementation of Farasa toolkit
dependent packages 2total releases 14most recent commit a year agopypi farasapy} Downloads
Nori Clone ⭐ 36
Standalone Nori (Korean Morphological Analyzer)
total releases 3most recent commit a month ago
Deepnlp ⭐ 34
基于深度学习的自然语言处理库
most recent commit 5 years ago
Pytorch_joint Word Segmentation And Pos Tagging ⭐ 33
Paper: A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging
most recent commit 4 years ago
Sinling ⭐ 32
A collection of NLP tools for Sinhalese (සිංහල).
total releases 7most recent commit a year ago
Nlp Js Tools French ⭐ 29
POS Tagger, lemmatizer and stemmer for french language in javascript
dependent packages 2total releases 11most recent commit 5 years agonpm nlp-js-tools-french} Downloads
Rdrpostagger ⭐ 28
R package for Ripple Down Rules-based Part-Of-Speech Tagging (RDRPOS). On more than 45 languages.
most recent commit 5 years ago
Fairseq Tagging ⭐ 25
a Fairseq fork for sequence tagging/labeling tasks
most recent commit 2 years ago
Atkspy ⭐ 25
this repository is a python package that supports SOAP interface to communicate with the Microsoft ATKS
total releases 6most recent commit 3 years ago
Hanta ⭐ 25
The Hanover Tagger - A simple approach to lemmatization and POS-tagging of German morphology based on heuristics and hidden markov models
total releases 4most recent commit 20 days ago
Mlmt ⭐ 24
Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)
most recent commit 3 years ago
Lemmatag ⭐ 23
A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)
most recent commit 4 years ago
Cross Lingual Struct Flow ⭐ 23
PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656
most recent commit 2 years ago
Comparable Text Miner ⭐ 22
Comparable documents miner: Arabic-English morphological analysis, text processing, n-gram features extraction, POS tagging, dictionary translation, documents alignment, corpus information, text classification, tf-idf computation, text similarity computation, html documents cleaning
most recent commit 6 years ago
Indolem ⭐ 19
IndoLEM is a comprehensive Indonesian NLU benchmark, comprising three pillars NLP task: morpho-syntax, semantic, and discourse. Presented in COLING 2020.
most recent commit 2 years ago
Post ⭐ 19
Several models for POS Tagging
most recent commit 3 months ago
Corpus_dataset_for_chinese_nlp ⭐ 18
中文 NLP 语料库数据集
most recent commit 4 years ago
Hinglish_hindi_wsd ⭐ 17
A pipeline for transliteration, spell correction, POS tagging and word sense disambiguation of Hinglish code mixed data to Hindi Devanagari script.
total releases 12most recent commit 4 months ago
Bioposdep ⭐ 17
Tokenization, sentence segmentation, POS tagging and dependency parsing for biomedical texts (BMC Bioinformatics 2019)
most recent commit 4 years ago
Udar ⭐ 17
UDAR Does Accented Russian: A finite-state morphological analyzer of Russian that handles stressed wordforms.
total releases 3most recent commit 2 months ago
Naacl2019 Like Humans Visual Attacks ⭐ 17
most recent commit 2 years ago
Sequence_labeling_tf ⭐ 17
Sequence Labeling in Tensorflow
most recent commit 3 years ago
Pgibbs ⭐ 16
An implementation of parallel gibbs sampling for word segmentation and POS tagging.
most recent commit 7 years ago
Angel ⭐ 16
An Ancient Greek Morphology Tagger
most recent commit 10 months ago
Unsupervised Pos Tagging ⭐ 15
教師なし品詞タグ推定
most recent commit 5 years ago
Citationextractor ⭐ 15
A tool to extract canonical references from text.
most recent commit a year ago
Nlp Experiments ⭐ 14
Indonesian NLP experiments
most recent commit 7 years ago
Visual_syntactic_embedding_video_captioning ⭐ 14
Source code of the paper titled *Improving Video Captioning with Temporal Composition of a Visual-Syntactic Embedding*
most recent commit 2 years ago
Pystanfordnlp ⭐ 14
A Python Wrapper of Stanford Chinese Segmenter
most recent commit 5 years ago
Rakutenma Python ⭐ 14
Rakuten MA (Python version)
most recent commit 6 years ago
Sapo ⭐ 13
SAPO
most recent commit 4 years ago
Rippletagger ⭐ 12
RippleTagger identifies part-of-speech tags (Nouns, Verbs, and so on...). You give it a sentence, it gives you a list of tags back.
total releases 3most recent commit 5 years ago
Id Pos Tagging ⭐ 12
Indonesian part-of-speech (POS) tagging
most recent commit 4 months ago
Arabicnlp ⭐ 12
Python package for Arabic natural language processing
total releases 8most recent commit 3 years ago
Json Tagger ⭐ 11
A JSON API to tag a sentence with part of speech tags. Uses UDPipe, so support for hundreds of languages.
most recent commit a year ago
Myers Briggs Personality Prediction ⭐ 11
NLP based Classification Model that predicts a person's personality type as one of the 16 Myers Briggs personality types. Extremely challenging project dealing with correlation between human psychology and casual writing styles and handling heavily imbalanced classes. Check the app here - https://mb-predictor-motetuzs5q-uc.a.run.app/
most recent commit 9 months ago
Tagger ⭐ 10
Sequence Labeling models
most recent commit 4 years ago
Hunlp ⭐ 10
Hungarian NLP tools API
most recent commit 5 years ago
Natural Language Processing ⭐ 10
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
most recent commit a year ago
Nlpfromscratch Tf ⭐ 9
Tensorflow implementation of NLP From Scratch (https://arxiv.org/abs/1103.0398)
most recent commit 6 years ago
Nntranjstagger ⭐ 9
most recent commit 4 years ago
Scalcium ⭐ 9
Scala NLP Algorithms
most recent commit 6 years ago
Pos_tag ⭐ 9
Vietnamese POS Tagging
most recent commit 3 years ago
Uhhmm ⭐ 9
Unsupervised HHMM Training
most recent commit 5 years ago
Nlp German ⭐ 9
natural language processing on german texts
most recent commit 5 years ago
Adaware Nlp ⭐ 8
A toolkit of random natural language predictive models.
most recent commit 6 years ago
Hanlperceptron ⭐ 8
Native Python HanLP Perceptron Model: HanLPerceptron 中文斷詞 詞性標註 命名實體識別
total releases 4most recent commit a year ago
Tawseem ⭐ 8
NLP crowdsourcing platform for word-level annotations
most recent commit 3 years ago
Neural Network Pos Tagger ⭐ 8
Train and evaluate neural network language models for POS tagging, tag input sentences according to a trained model.
most recent commit 10 days ago
Conditional Random Fields ⭐ 7
An analysis and implementation of Conditional Random Fields.
most recent commit 2 years ago
Py Pampo ⭐ 7
Python package for PAMPO (PAttern Matching and POs tagging based algorithm for NER)
most recent commit 4 years ago
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