schangpi

emnlp2017-bilstm-cnn-crf

ACLPUB

The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).

allennlp

An open-source NLP research library, built on PyTorch.

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

cove

deep_srl

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

guesswhat

GuessWhat?! Baselines

lime

Lime: Explaining the predictions of any machine learning classifier

mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

neural-editor

Repository for "Generating Sentences by Editing Prototypes"

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

pythia

A modular framework for Visual Question Answering research by the FAIR A-STAR team

pytorch-seq2seq

pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

schangpi.github.io

SentEval

A python tool for evaluating the quality of sentence embeddings.

Seq2Seq-PyTorch

Sequence to Sequence Models with PyTorch

SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

spinn

NYU ML² work on SPINN-based sentence encoders

streusle

STREUSLE: a corpus with comprehensive lexical semantic annotation (multiword expressions, supersenses)

structured

code for Learning Structured Text Representations

TCN

Sequence modeling benchmarks and temporal convolutional networks

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

torchMoji

A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

vilbert-multi-task

Multi Task Vision and Language

vqa-mfb