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awesome-knowledge-graph

整理知识图谱相关学习资料

bert-pytorch

Google AI 2018 BERT pytorch implementation

bert-related-papers

BERT-related papers

bert_sim

bminf

Low-cost Inference Package for Big Pretrained Language Models (PLMs)

chineseblue

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

clams

Syntactic evaluation sets, attribute-varying grammars, and code for replicating the CLAMS paper. ACL 2020.

cluedatasetsearch

搜索所有中文NLP数据集，附常用英文NLP数据集

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

conve

Convolutional 2D Knowledge Graph Embeddings resources

datasets_knowledge_embedding

Datasets for Knowledge Graph Completion with textual information about the entities

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

doing_the_phd

dual-amn

duie

百度2021年语言与智能技术竞赛多形态信息抽取赛道关系抽取部分Pytorch版baseline

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

embedkgqa

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

entity_alignment_papers

Must-read papers on entity alignment published in recent years

entitytypeforknowledgegraph

entity type inference

ewise

ACL 2019: Zero-shot Word Sense Disambiguation using Sense Definition Embedding

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gaupa

ie-survey

北航大数据高精尖中心张日崇研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

kbqapapers

Paper list of KBQA

kdre

kge

kge-hake

The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.

kgnn

Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"

learn_ml_in_python

学习笔记