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100-nlp-papers

100 Must-Read NLP Papers

africanlp-public-datasets

A repository for publicly/freely available Natural Language Processing (NLP) datasets for African languages.

afromt

Code for the EMNLP 2021 Paper "AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages" by Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo

ammicourse

andrews2017.github.io

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

awesome-text-summarization

A curated list of resources dedicated to text summarization

bangbei-app

BangBei is an android app which was designed to be used inside the campus of UESTC to let students help each other and make money at the same time. It has won 2017 UESTC programing competition.

bert

TensorFlow code and pre-trained models for BERT

bitextor

Bitextor generates translation memories from multilingual websites

cgcnn

Crystal graph convolutional neural networks for predicting material properties.

character-based-cnn

Implementation of character based convolutional neural network

character-level-cnn-pytorch

Character-level CNN for text classification

cld3

crepe

Character-level Convolutional Networks for Text Classification

data-science-articles

A collection of my data science articles published in Towards Data Science and Towards AI.

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deepframeworks

Evaluation of Deep Learning Frameworks

deeplearningstars

Top Deep Learning Projects based on their Stars!

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gem-benchmark.github.io

gnns-for-nlp

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

google-research

Google Research

hierarchical-attention-network

A PyTorch implementation of the document classification by Hierarchical Attention Network

hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

jieba

结巴中文分词

kinnews-and-kirnews-corpus

Data, Embeddings, Stopword lists, code, and baselines for COLING 2020 paper titled "KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi" by Rubungo Andre Niyongabo, Hong Qu, Julia Kreutzer, and Li Huang.

kkltk

The Kinyarwanda and Kirundi Languages Toolkit (KKLTK) is a Python package for Kinyarwanda and Kirundi languages processing. KKLTK currently provides the sets of stopwords for both languages and other preprocessing tools such as Kinyarwanda and Kirundi tokenizers will be added soon. KKLTK requires Python 3.0, 3.5, 3.6, 3.7, or 3.8.

lafand-mt

LAFAND-MT: Lacuna Anglo & Franco Africa News Dataset for low-resourced MT