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arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

bag-of-words

Code for "Bag-of-Words as Target for Neural Machine Translation"

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using pretrained BERT model

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

boxscore-data

cnn-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

copynet

CopyNet Implementation with Tensorflow and nmt

copynet-1

An implementation of "Incorporating copying mechanism in sequence-to-sequence learning"

copynet-2

incorporating copying mechanism in sequence-to-sequence learning

corelm

A Continuous Space Neural Network Language Model based on Theano

corelm_sll

cw_nlp_from_scrach

data2text

data2text-plan-py

deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

densely-interactive-inference-network

Cleaned code for paper "Natural Language Inference over Interaction Space"

describing_a_knowledge_base

Code for Describing a Knowledge Base

dialog_classification

digits

Deep Learning GPU Training System

examples

files2rouge

Calculating ROUGE score between two files (line-by-line)

finetune-transformer-lm

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

gae

Implementation of Graph Auto-Encoders in TensorFlow

generative_qa

Generative Question Answering

graph-2-text

Graph to sequence implemented in Pytorch combining Graph convolutional networks and opennmt-py