luheng

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

allennlp

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

DrQA

Reading Wikipedia to Answer Open-Domain Questions

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

gradient-checkpointing

Make huge neural nets fit in memory

SqueezeNet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

SentEval

A python tool for evaluating the quality of sentence embeddings.

WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.

nn4nlp-code

Code Samples from Neural Networks for NLP

DeepRLHacks

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

LM-LSTM-CRF

Empower Sequence Labeling with Task-Aware Language Model

e2e-coref

End-to-end Neural Coreference Resolution

narrativeqa

This repository contains the NarrativeQA dataset. It includes the list of documents with Wikipedia summaries, links to full stories, and questions and answers.

mos

variational-dropout-sparsifies-dnn

Sparse Variational Dropout, ICML 2017

dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

conll-formatted-ontonotes-5.0

This is a CoNLL formatted version of the OntoNotes 5.0 release.

structured

code for Learning Structured Text Representations

dbs

NeurboParser

A neural TurboSemanticParser as described in "Deep Multitask Learning for Semantic Dependency Parsing", Peng et al., ACL 2017.

NeuralAmr

Sequence-to-sequence models for AMR parsing and generation

qamr

Question-Answer Meaning Representation

RaSoR

Author implementation of "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016)

DeepDeepParser

Neural Semantic Graph Parser

qasrl

Tools for working with QA-SRL data and annotating it with crowdsourcing.

udeplambda-talk

spacro

Single-Page Applications for Crowdsourcing

ucca