💫 Industrial-strength Natural Language Processing (NLP) in Python

Datasets, SOTA results of every fields of Chinese NLP

Insightful Tutorials and Papers about Knowledge Graphs

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

SpikeX - SpaCy Pipes for Knowledge Extraction

Recent trends of Entity Linking, Disambiguation, and Representation.

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

Entity linking system for Wikidata updated by your edits in real time

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

GERBIL - General Entity annotatoR Benchmark

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

Entity linking framework

Entity Disambiguation as text extraction (ACL 2022)

A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata