ashim95

examples

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

allennlp

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

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

LASER

Language-Agnostic SEntence Representations

text

Models, data loaders and abstractions for language processing, powered by PyTorch

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-mlss

🤖 Machine Learning Summer School deadlines

papers

Summaries of machine learning papers

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

DL-NLP-Readings

My Reading Lists of Deep Learning and Natural Language Processing

multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

neuralmonkey

An open-source tool for sequence learning in NLP built on TensorFlow.

var-attn

Latent Alignment and Variational Attention

awesome-nlprojects

List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist

nonauto-nmt

PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"

LISA

Linguistically-Informed Self-Attention implemented in TensorFlow

layered-bilstm-crf

SOCC

SFU Opinion and Comments Corpus

NFGEC

Neural Architectures for Fine Grained Entity Type Classification

GraphLSTM_release

Implementation of TACL 2017 paper: Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova and Wen-tau Yih.

NeuralFactorGraph

This repo contains the code for the paper Neural Factor Graph Models for Cross-lingual Morphological Tagging.

awesome-clir

A curated list of resources for Cross-lingual Information Retrieval (CLIR).

pacaya

Pacaya - A Library for Hybrid Graphical Models and Neural Networks

NFETC

Neural Fine-grained Entity Type Classification https://arxiv.org/abs/1803.03378

UNMT-SPR

Implementation of “Unsupervised Neural Machine Translation with SMT as Posterior Regularization” (AAAI 2019)

LISA-v1

Linguistically-Informed Self-Attention for Semantic Role Labeling (old version)

dds-nmt

Dynamic data selection for neural machine translation

MT-Toolkit-List

A list of machine translation open-source toolkits maintained by Tsinghua Natural Language Processing Group

FooTweets_Corpus

A bilingual parallel corpus of World Cup tweets