adorationhp

attention

some attention implements

attention_visualization

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

Conditional-Batch-Norm

Pytorch implementation of NIPS 2017 paper "Modulating early visual processing by language"

labelSmoothing

Regularizing NN Using Label Smoothing on MNIST and GTSRB Datasets

LeakGAN

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information". Text generation using GAN and hierarchical reinforcement learning.

models

Models and examples built with TensorFlow

Neural-Dialogue-Generation

seq2seq-chinese-textsum

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

squeezenext-tensorflow

A tensorflow implementation of squeezenext. (includes link to trained model)

Structured-Self-Attention

A Structured Self-attentive Sentence Embedding

tensorflow

Computation using data flow graphs for scalable machine learning

textrank_text_summarization

A tutorial for Automatic Text Summarization using TextRank algorithm.

TextSum

Preparing a dataset for TensorFlow text summarization (TextSum) model.

textsum-1

test code for textsum

word2vec_textrank

从中文文本中自动提取摘要