part-of-speech-tagger

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

natural-language-processing crf cnn pytorch artificial-intelligence lstm named-entity-recognition neural-networks chunking ner char-rnn part-of-speech-tagger sequence-labeling nbest lstm-crf char-cnn

UpdatedJun 30, 2022
Python

atilika /kuromoji

Star987

Kuromoji is a self-contained and very easy to use Japanese morphological analyzer designed for search

japanese nlp-library part-of-speech-tagger morphological-analyser

UpdatedJan 23, 2023
Java

mhbashari /awesome-persian-nlp-ir

Star753

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

natural-language-processing information-retrieval corpus language-detection embeddings named-entity-recognition normalizer spell-check persian-language stemmer dependency-parser persian-nlp part-of-speech-tagger morphological-analysis persian-stemmer shallow-parser

UpdatedNov 7, 2023

adobe /NLP-Cube

Star559

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

parse machine-translation embeddings information-extraction dependency-parser universal-dependencies part-of-speech-tagger dependency-parsing tokenization lemmatization sentence-splitting nlp-cube language-pipeline

UpdatedNov 3, 2024
HTML

Droidtown /ArticutAPI

Star412

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。

nlp natural-language-processing nlu artificial-intelligence cws pos-tagging part-of-speech-tagger pos-tagger natural-language-understanding part-of-speech-embdding

UpdatedJun 26, 2025
Python

ku-nlp /jumanpp

Star393

Juman++ (a Morphological Analyzer Toolkit)

nlp japanese tokenizer cjk word-segmentation pos-tagging part-of-speech-tagger morphological-analysis pos-tagger morphological-analyser juman

UpdatedOct 3, 2023
C++

Nealcly /BiLSTM-LAN

Star291

Hierarchically-Refined Label Attention Network for Sequence Labeling

pytorch named-entity-recognition part-of-speech-tagger sequence-labeling ccg emnlp2019 label-attention-network

UpdatedApr 9, 2021
Python

bentrevett /pytorch-pos-tagging

Star179

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

natural-language-processing tutorial tutorials cnn pytorch recurrent-neural-networks lstm rnn pos pos-tagging part-of-speech-tagger pytorch-tutorial pytorch-tutorials pytorch-nlp torchtext pytorch-implementation

UpdatedJun 4, 2021
Jupyter Notebook

datquocnguyen /jPTDP

Star157

Neural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)

neural-network lstm dependency-parser pos-tagging part-of-speech-tagger dependency-parsing pos-tagger

UpdatedMay 23, 2019
Python

chewxy /lingo

Star156

package lingo provides the data structures and algorithms required for natural language processing

nlp go golang natural-language-processing inflection nlp-dependency-parsing part-of-speech nlp-parsing nlp-library language-model nlp-machine-learning part-of-speech-tagger conll-u

UpdatedFeb 25, 2023
Go

yuvalpinter /Mimick

Star153

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

multilingual neural-network word-embeddings lstm convolutional-neural-networks part-of-speech-tagger

UpdatedNov 15, 2019
Python

dcavar /python-tutorial-notebooks

Star142

Python tutorials as Jupyter Notebooks for NLP, ML, AI

python natural-language-processing deep-learning parsing neural-network wordnet nltk deeplearning computational-linguistics hidden-markov-model flair part-of-speech-tagger natural-language-understanding framenet verbnet spacy-nlp propbank

UpdatedNov 20, 2024
Jupyter Notebook

datquocnguyen /RDRPOSTagger

Star141

A fast and accurate POS and morphological tagging toolkit (EACL 2014)

java nlp python3 pos-tagging part-of-speech-tagger pos-tagger

UpdatedFeb 16, 2020
HTML

Qutuf /Qutuf

Star131

Qutuf (قُطُوْف): An Arabic Morphological analyzer and Part-Of-Speech tagger as an Expert System.

pattern-matching stemmer arabic pos-tagging part-of-speech-tagger morphological-analysis stemming expert-system arabic-nlp arabic-language lemmatization role-based rooting root-extraction light-stemming heavy-stemming premature-tagging overdue-tagging arabic-morphology arabic-tagger

UpdatedDec 12, 2022
Python

simongray /datalinguist

Star116

Stanford CoreNLP in idiomatic Clojure.

nlp graphviz natural-language-processing clojure stanford stanford-corenlp computational-linguistics dependency-parser pos-tagging part-of-speech-tagger dependency-parsing pos-tagger corenlp rebl datafy

UpdatedJul 4, 2022
Clojure

sina-al /pynlp

Star108

A pythonic wrapper for Stanford CoreNLP.

nlp parser wrapper natural-language-processing sentiment-analysis named-entity-recognition stanford stanford-corenlp dependency-parser lemmatizer part-of-speech-tagger tokenize corenlp coreference-resolution core-nlp ssplit

UpdatedJun 29, 2018
Python

komutan /NMeCab

Star93

Japanese morphological analyzer on .NET

c-sharp dotnet mecab part-of-speech-tagger morphological-analyser japanese-nlp

UpdatedMar 30, 2024
C#

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