kevinhkliu

mrc-heuristics

bidaf-keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

conceptnet-numberbatch

transformers

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

BERT-keras

Keras implementation of BERT with pre-trained weights

KBLSTM

Keras implementation of Leveraging external knowledge in LSTM's using attention mechanism

NeuralResponseRanking

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

RCPapers

Must-read papers on Machine Reading Comprehension

NeuralDialogPapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

keras

Deep Learning for humans

propara

ProPara (Process Paragraph Comprehension) dataset and models

xml2json

Python script converts XML to JSON or the other way around

keras-examples

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

KB2E

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

transE

dl-models-for-qa

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

NLP-Question-Answer-System

allennlp

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

flair

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

DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

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.

a3c

Advanced actor critic

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

CNN_sentence

CNNs for sentence classification

A2C

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

bigartm

Fast topic modeling platform

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".