The Top 23 Natural Language Processing English Open Source Projects

Open source projects categorized as Natural Language Processing English

Categories > Machine Learning > Natural Language Processing

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

most recent commit 3 years ago

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

total releases 1most recent commit 3 months ago

Neuralcoref ⭐ 2,607

✨Fast Coreference Resolution in spaCy with Neural Networks

dependent packages 15total releases 3most recent commit a year ago

Gse ⭐ 2,352

Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.

dependent packages 21total releases 82most recent commit 5 months ago

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

dependent packages 7total releases 45most recent commit 3 months ago

Entity Recognition Datasets ⭐ 1,386

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

most recent commit 7 months ago

Wordninja ⭐ 648

Probabilistically split concatenated words using NLP based on English Wikipedia unigram frequencies.

dependent packages 25total releases 7most recent commit a year ago

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).

total releases 54most recent commit 2 years ago

Annotated Semantic Relationships Datasets ⭐ 565

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

most recent commit 3 years ago

Word_forms ⭐ 483

Accurately generate all possible forms of an English word e.g "election" --> "elect", "electoral", "electorate" etc.

total releases 1most recent commit 3 years ago

Stanford Core Nlp ⭐ 418

Ruby bindings to the Stanford Core NLP tools (English, French, German).

dependent packages 3total releases 22most recent commit 4 years ago

Autocorrect ⭐ 376

Spelling corrector in python

dependent packages 30total releases 27most recent commit 9 months ago

Link Grammar ⭐ 365

The CMU Link Grammar natural language parser

total releases 1most recent commit 10 months ago

Chakin ⭐ 313

Simple downloader for pre-trained word vectors

total releases 7most recent commit 5 years ago

Transformer Tensorflow ⭐ 304

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

most recent commit 6 years ago

Tner ⭐ 296

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

dependent packages 1total releases 24most recent commit a year ago

Prosodic ⭐ 251

Prosodic: a metrical-phonological parser, written in Python. For English and Finnish, with flexible language support.

dependent packages 1total releases 55most recent commit 4 months ago

Engtagger ⭐ 233

English Part-of-Speech Tagger Library; a Ruby port of Lingua::EN::Tagger

dependent packages 59total releases 10most recent commit a year ago

Opennlp ⭐ 221

Open source NLP tools (sentence splitter, tokenizer, chunker, coref, NER, parse trees, etc.) in C#

dependent packages 2total releases 27most recent commit 3 years ago

Claf ⭐ 195

CLaF: Open-Source Clova Language Framework

total releases 8most recent commit 3 years ago

Nlp Public Dataset ⭐ 172

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集, 中文分词数据集

most recent commit 3 years ago

Wn ⭐ 170

A modern, interlingual wordnet interface for Python

dependent packages 6total releases 43most recent commit 5 months ago

Mgpt ⭐ 162

Multilingual Generative Pretrained Model

most recent commit 7 months ago

The 10 Most Depended On Natural Language Processing English Open Source Projects

Engtagger ⭐ 233

English Part-of-Speech Tagger Library; a Ruby port of Lingua::EN::Tagger

dependent packages 59total releases 10latest release January 21, 2023most recent commit a year ago

Sentence Splitter ⭐ 95

Split {Japanese, English} text into sentences.

dependent packages 37total releases 38latest release November 25, 2023most recent commit 5 months ago

Autocorrect ⭐ 376

Spelling corrector in python

dependent packages 30total releases 27latest release December 04, 2021most recent commit 9 months ago

Wordninja ⭐ 648

Probabilistically split concatenated words using NLP based on English Wikipedia unigram frequencies.

dependent packages 25total releases 7latest release August 10, 2019most recent commit a year ago

Gse ⭐ 2,352

Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.

dependent packages 21total releases 82latest release January 16, 2023most recent commit 5 months ago

Neuralcoref ⭐ 2,607

✨Fast Coreference Resolution in spaCy with Neural Networks

dependent packages 15total releases 3latest release April 08, 2019most recent commit a year ago

Lemmer ⭐ 12

English Lemmer interface for Node.js

dependent packages 10total releases 9latest release June 05, 2017most recent commit 7 years ago

Wink Pos Tagger ⭐ 39

English Part-of-speech (POS) tagger

dependent packages 9total releases 25latest release April 27, 2019most recent commit 4 years ago

Sentiment Analyser ⭐ 35

ML that can extract german and english sentiment

dependent packages 8total releases 11latest release February 03, 2017most recent commit 3 years ago

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

dependent packages 7total releases 45latest release June 03, 2023most recent commit 3 months ago

The 10 Latest Releases In Natural Language Processing English Open Source Projects

Wn ⭐ 170

A modern, interlingual wordnet interface for Python

dependent packages 6total releases 43latest release December 06, 2023most recent commit 5 months ago

Sentence Splitter ⭐ 95

Split {Japanese, English} text into sentences.

dependent packages 37total releases 38latest release November 25, 2023most recent commit 5 months ago

Esupar ⭐ 36

Tokenizer POS-Tagger and Dependency-parser with BERT/RoBERTa/DeBERTa models for Japanese and other languages

dependent packages 1total releases 91latest release November 08, 2023most recent commit 4 months ago

Napolab ⭐ 41

A Natural Portuguese Language Benchmark (Napolab) for the evaluation of language models.

total releases 2latest release September 10, 2023most recent commit 7 months ago

Prosodic ⭐ 251

Prosodic: a metrical-phonological parser, written in Python. For English and Finnish, with flexible language support.

dependent packages 1total releases 55latest release July 27, 2023most recent commit 4 months ago

Wink Lemmatizer ⭐ 57

English lemmatizer

dependent packages 4total releases 7latest release June 04, 2023most recent commit a year ago

Wink Lexicon ⭐ 14

English lexicon useful in NLP/NLU

dependent packages 4total releases 16latest release June 04, 2023most recent commit a year ago

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

dependent packages 7total releases 45latest release June 03, 2023most recent commit 3 months ago

Word Checker ⭐ 156

🇨🇳🇬🇧Chinese and English word spelling corrector.(中文易错别字检测，中文拼写检测纠正。英文单词拼写校验工具)

total releases 11latest release April 04, 2023most recent commit a year ago

Engtagger ⭐ 233

English Part-of-Speech Tagger Library; a Ruby port of Lingua::EN::Tagger

dependent packages 59total releases 10latest release January 21, 2023most recent commit a year ago

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