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

Datasets, SOTA results of every fields of Chinese NLP

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

Insightful Tutorials and Papers about Knowledge Graphs

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 中ちゅう文ぶん短文たんぶん本ほん实体链指比ひ赛技术创新しん奖解决方案あん

SpikeX - SpaCy Pipes for Knowledge Extraction

Recent trends of Entity Linking, Disambiguation, and Representation.

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).

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

医い药知识图谱自动问答こたえ系けい统实现，包括ほうかつ构建知ち识图谱、基もと于知识图谱的流水りゅうすい线问答こたえ以及前ぜん端はし实现。实体识别（基もと于词典てん+BERT_CRF）、实体链接（Sentence-BERT做匹配はい）、意い图识别（基もと于提问词+领域词词典てん）。

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

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

Entity linking framework

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

Entity Disambiguation as text extraction (ACL 2022)

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

Spark RDD with Lucene's query and entity linkage capabilities