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abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

bert

TensorFlow code and pre-trained models for BERT

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fastai

The fastai deep learning library, plus lessons and and tutorials

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

fusionnet-nli

An example for applying FusionNet to Natural Language Inference

insuranceqa

A question answering corpus in insurance domain

kgpt

Code and Data for EMNLP2020 Paper "KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation"

lectures

Oxford Deep NLP 2017 course

memnn

Memory Networks implementations

models

Models and examples built with TensorFlow

nce-cnn-torch

Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

nmt

TensorFlow Neural Machine Translation Tutorial

nn4nlp-code

Code Samples from Neural Networks for NLP

qanet

A Tensorflow implementation of QANet for machine reading comprehension

qanet_dureader

QANet+DuReader中文机器阅读理解

question_answer_matching

Code

rcpapers

Must-read papers on Machine Reading Comprehension

resource

snli-attention

SNLI with word-word attention by LSTM encoder-decoder

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

tensor2tensor

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

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)