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allennlp

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

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

client

Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

cs224n-python3.6-

based python-3.6

english_spell_checker

fastai

The fast.ai deep learning library, lessons, and tutorials

kenlm

KenLM: Faster and Smaller Language Model Queries

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

languagetool

Style and Grammar Checker for 25+ Languages

lda

simple lda for text classification

list-of-dirty-naughty-obscene-and-otherwise-bad-words

List of Dirty, Naughty, Obscene, and Otherwise Bad Words

mtbook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

nea

Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks

neg_loss

Negative sampling loss implemented in Pytorch

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

opennmt-py

Open Source Neural Machine Translation in PyTorch

paddlenlp

Easy-to-use NLP library with Awesome pre-trained model zoo, supporting wide-range of NLP tasks from research to industrial applications.

practical_nlp_in_pytorch

A repository containing tutorials for practical NLP using PyTorch

pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2 and Google/CMU Transformer-XL.

pytorch_bert

pytorch_learning_nlp

pytorch learning

pytorch_neg_loss

NEG loss implemented in pytorch

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

transformer-from-tenser2tenser-

Transformer copy from T2T