jind11

word2vec-on-wikipedia

A pipeline for training word embeddings using word2vec on wikipedia corpus.

PubMed-PICO-Detection

PubMed PICO Element Detection Dataset

HSLN-Joint-Sentence-Classification

Joint sentence classification-Tensorflow

LSTM-PICO-Detection

Code for LSTM based model for PICO element detection

Att-ChemdNER

Att-ChemdNER

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

deep-text-classification-pytorch

Deep neural network text classification papers in PyTorch

dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

elmo-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

emnlp2017-bilstm-cnn-crf

ESIM

Implementation of the ESIM model for natural language inference with PyTorch

examples

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

fairseq-gec

Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

fastai

The fast.ai deep learning library, lessons, and tutorials

LM-LSTM-CRF

Empower Sequence Labeling with Task-Aware Language Model

medg-toolbox

HowToBasic for working efficiently and collaborating constructively on machines

MLHC19-CXR

This is the code for the final project of course 6.S897/HST.956.

models

Models and examples built with TensorFlow

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

neural_sequence_labeling

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.

NeuroNLP2

Deep neural models for core NLP tasks (Pytorch version)

paragraph_implicit_discourse_relations

Code for the NAACL2018 paper "Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph"

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-classification

Classification with PyTorch.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

sru

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

Text-Classification-Pytorch

Text classification using deep learning models in Pytorch

TextClassificationBenchmark

A Benchmark of Text Classification in PyTorch

wiki2vec

Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby