Top 1176 natural-language-processing open source projects

A curated list of awesome embedding models tutorials, projects and communities.

Kadot, the unsupervised natural language processing library.

🖋️ Fast and safe spellchecking C++ library

My personal notes and surveys on DL, CV and NLP papers.

UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

An open-source NLP research library, built on PyTorch.

NLTK Source

Neural network parametrized objective to disentangle and transfer style and content in text

Русскоязычный чатбот

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.

A fast, efficient universal vector embedding utility package.

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

A Python library for doing bibliometric and network analysis in science and health policy research

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

A pythonic wrapper for Stanford CoreNLP.

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

Datasets, tools, and benchmarks for representation learning of code.

Spoken Language Understanding(SLU)/Slot Filling in Keras

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

📖 List of some awesome university courses for Machine Learning! Feel free to contribute!

读过的CV方向的一些论文，图像生成文字、弱监督分割等

使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

A comprehensive reference for all topics related to Natural Language Processing

🧬 A JupyterLab extension for annotating data with Prodigy

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

Botfuel SDK to build highly conversational chatbots

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

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

TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension

A comparison tool of Japanese tokenizers

😡😇 Stanford Sentiment Treebank loader in Python

Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587

Let your talking do the code

🏖TagEditor - Annotation tool for spaCy

This is a list of open-source projects at Microsoft Research NLP Group

Abydos NLP/IR library for Python

Geotext extracts country and city mentions from text

A PureScript, browser-based implementation of LDA topic modeling.

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Mapping a variable-length sentence to a fixed-length vector using BERT model

Forte is a flexible and powerful NLP builder FOR TExt. This is part of the CASL project: http://casl-project.ai/

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

meProp: Sparsified Back Propagation for Accelerated Deep Learning (ICML 2017)

This is where I put all my work in Natural Language Processing

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.

Mining individual characters in multiparty dialogue

A linux based Virtual assistant on Artificial Intelligence in C

Models and Pipelines for the Spark NLP library

Knowledge Base Question Answering using memory networks