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bert

TensorFlow code and pre-trained models for BERT

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chatglm3

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

context-selection-embedding

Context Selection for Embedding Models

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cws_dict

Source codes for paper "Neural Networks Incorporating Dictionaries for Chinese Word Segmentation", AAAI 2018

data2text-1

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

dialogue

dl4mt-cdec

dpcnn

Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch

dress

DRESS simplification model (EMNLP 2017) described in http://aclweb.org/anthology/D/D17/D17-1062.pdf

emnlp-2019-papers

Statistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

lantern

:zap: Open Internet for everyone. Lantern is a free desktop application that delivers fast, reliable and secure access to the open Internet for users in censored regions. It uses a variety of techniques to stay unblocked, including P2P and domain fronting. Lantern relies on users in uncensored regions acting as access points to the open Internet.

leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

mixer

Mixed Incremental Cross-Entropy REINFORCE ICLR 2016

models

Models built with TensorFlow

python

Web Infomation Retrieval project one : web crawler

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow