gaomin0806

DRKG

A knowledge graph and a set of tools for drug repurposing

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

word-embedding-dimensionality-selection

On the Dimensionality of Word Embedding

SJTUThesis

上海交通大学 LaTeX 论文模板 | Shanghai Jiao Tong University LaTeX Thesis Template

LGN

EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.

kg-bert

KG-BERT: BERT for Knowledge Graph Completion

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.

pubmed_parser

:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

TensorFlow-TransX

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

nalaf

NLP framework in python for entity recognition and relationship extraction

TCN

Sequence modeling benchmarks and temporal convolutional networks

FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

pytorch_graph-rel

A PyTorch implementation of GraphRel

WordGCN

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

LatticeLSTM

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

Chinese_NRE

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

multi-embedding-cws

Multiple Character Embeddings for Chinese Word Segmentation, ACL 2019

Radical_CR_Encoder

Chinese Orthographic Units-based Text Encoder (Radical Embedding)

Chinese-clinical-NER

CCKS2019中文命名实体识别任务。从医疗文本中识别疾病和诊断、解剖部位、影像检查、实验室检验、手术和药物6种命名实体。现已实现基于jieba和AC自动机的baseline构建、基于BiLSTM和CRF的序列标住模型构建。bert的部分代码主要源于https://github.com/charles9n/bert-sklearn.git 感谢作者。 模型最终测试集得分0.81，还有较大改进空间。可以当做一个baseline。

ccks2019

实体识别比赛

ccks_baidu_entity_link

ccks baidu entity link 实体链接 第一名

ccks2019_el

CCKS 2019 Task 2: Entity Recognition and Linking

CCKScner

CCKS2019 面向中文电子病历的命名实体识别

s800

Tools for working with the S800 corpus

MTL-Bioinformatics-2016

standoff2conll

Conversion from brat-flavored standoff to CoNLL format

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.