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ai20projects

bert4entitydisambiguation

use BERT in pytorch for Entity Disambiguation task

blink

Entity Linker solution

chinese_coreference_resolution

基于SpanBert的中文指代消解，pytorch实现

e2e-coref-pytorch

Bert for End-to-end Neural Coreference Resolution in Pytorch

genre

Autoregressive Entity Retrieval

google-research

Google Research

kg-bert

KG-BERT: BERT for Knowledge Graph Completion

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.

luke

LUKE -- Language Understanding with Knowledge-based Embeddings

meim-kge

multilingual-t5

mT5

neo4j-browser

Neo4j Browser is the general purpose user interface for working with Neo4j. Query, visualize, administrate and monitor the database.

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

promptclue

PromptCLUE, 全中文任务支持零样本学习模型

refined

ReFinED is an efficient and accurate entity linking (EL) system.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

simkgc

ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

t5-pegasus-chinese

基于GOOGLE T5中文生成式模型的摘要生成/指代消解，支持batch批量生成，多进程

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。

transe

transE算法 简单python实现 FB15k

z_knowledge_graph

Bulding kg from 0