lcy081099

emrQA

Code for the emrQA question answering dataset

Agriculture_KnowledgeGraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

AT4ChineseNER

Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism

Attention

一些不同的Attention机制代码

Attention-Based-BiLSTM-relation-extraction

Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-public-datasets

A topic-centric list of HQ open datasets in public domains. PR ☛☛☛

biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

capsule_text_classification

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

decagon

Graph convolutional neural network for multirelational link prediction

dedupe-examples

:id: Examples for using the dedupe library

deep-siamese-text-similarity

基于siamese-lstm的中文句子相似度计算

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

emnlp2017-bilstm-cnn-crf

GNN_Review

GNN综述阅读报告

GraphDTA

GraphDTA: Predicting drug-target binding affinity with graph neural networks

LSTM-PICO-Detection

Code for LSTM based model for PICO element detection

medical-data

metawrap

Consumable REST wrapper for MetaMap

MSMARCO-Document-Ranking-Submissions

Submission archive for the MS MARCO document ranking leaderboard

Multi-Label-Text-Classification

Tensorflow+bilstm+attention+multi label text classify

nlp_highlights

The most important NLP highlights of 2018 (PDF Report)

Practical_NLP_in_PyTorch

A repository containing tutorials for practical NLP using PyTorch

PubMed-PICO-Detection

PubMed PICO Element Detection Dataset

pubmed-rct

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

relation-classification-via-attention-model

code of Relation Classification via Multi-Level Attention CNNs

snorkel-biocorpus

Tagger-1

Deep Semantic Role Labeling with Self-Attention