CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

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).

A machine learning tool for fishing entities

Entity Disambiguation as text extraction (ACL 2022)

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

Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction

Repository for the paper "MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)" (NAACL 2022).

Structured Gradient Tree Boosting

This repo contains the code and instructions for our paper : Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models

Code and data of WSDM 2023 paper "Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark".

Entity linking evaluation and analysis tool

Code and data of AAAI 2023 paper "Improving Biomedical Entity Linking with Cross-Entity Interaction".

A ERD server for 2014 Entity Recognition and Disambiguation Challenge

Code of "A Read-and-Select Framework for Zero-shot Entity Linking" (EMNLP 2023 Findings).

Benchmark different node embedding methods to deal with named entity disambiguation problem in Enterprise KG

Specifically for Entity Linking. Quick demo with MedMentions and NCBI datasets is also included.

AIDArabic is Named Entity Disambiguation for Arabic Text.

Master's thesis about Entity Disambiguation