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acl2019-commonsense-reasoning

Source code for the paper "Attention Is (not) All You Need for Commonsense Reasoning" published at ACL 2019.

adaptive-span

Adaptive Attention Span in Transformers

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, XLNet, and RoBERTa)

cnn-for-sentence-classification

Convolutional Neural Networks for Sentence Classification http://emnlp2014.org/papers/pdf/EMNLP2014181.pdf

coco-dst

commonsenseqa

controllable-text-attribute-transfer

Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)

data-structure

Widely Used Data Structure

deep-latent-sequence-model

Pytorch implementation of "A Probabilistic Formulation of Unsupervised Text Style Transfer" by He. et. al. at ICLR 2020

deepsets

exp-trmf-nips16

Experimental Codes for Temporal Regularized Matrix Factoriztion for High-dimensional Time Series Prediction.

gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

leeshiyang.github.io

lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

mrc_bert_baseline

A BERT-Based Machine Reading Comprehension Baseline

multiwoz

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

openai-cookbook

Examples and guides for using the OpenAI API

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

poster

pyrouge

An interface to and, in time, a Python reimplementation of the ROUGE package for evaluating summarization

pytorch-beginner

pytorch tutorial for beginners

pytorch-cifar-models

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

reinforce-paraphrase-generation

This repository contains the data and code for the paper "An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation" (EMNLP2019).

sentiment-and-style-transfer

style-transfer-in-text

Paper List for Style Transfer in Text

taadpapers

Must-read Papers on Textual Adversarial Attack and Defense