gangeshwark

shap

A game theoretic approach to explain the output of any machine learning model.

lectures

Oxford Deep NLP 2017 course

facenet

Face recognition using Tensorflow

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

MELD

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

playground

PlayGround: AI Research into Multi-Agent Learning.

DeepImageReconstruction

Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. http://dx.doi.org/10.1371/journal.pcbi.1006633.

nlstm

Nested LSTM Cell

Rumor_RvNN

Source Codes: Rumor Detection on Twitter with Tree-structured Recursive Neural Networks -- ACL 2018

MSMARCO

Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET

TVQA

[EMNLP 2018] PyTorch code for TVQA: Localized, Compositional Video Question Answering

vmf_vae_nlp

Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"

clicr

Machine reading comprehension on clinical case reports

Aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

bib-publication-list

Interactive publications lists with JavaScript + Bibtex

tensorflow-phased-lstm

Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

R-NET-in-Tensorflow

R-NET implementation in TensorFlow.

redbud-tree-depression

scripts to model depression in speech and text

EMNLP2018_NLI

Repository for NLI models (EMNLP 2018)

DSTC7-Audio-Visual-Scene-Aware-Dialog-AVSD-Challenge

IARM

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

LetsGoDataset

This repository makes the integral Let's Go dataset publicly available.

DeFactoNLP

DeFactoNLP: An Automated Fact-checking System that uses Named Entity Recognition, TF-IDF vector comparison and Decomposable Attention models.

Text-to-Color

This is a text-to-color demo code.

nlp-data-loading-framework

We are trying to define a framework for NLP tasks that easily maps any kind of word embedding data set with any kind of text data set. The framework should decrease the amount of additional code needed to work on different NLP tasks. We have found that for many NLP tasks similar preprocessing steps are needed.

MCRM

MCRM: Mother Compact Recurrent Memory