entity-disambiguation 开源项目推荐（26 个）

AlexYangLi /ccks2019_el

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

izuna385 /Entity-Linking-Recent-Trends

Recent trends of Entity Linking, Disambiguation, and Representation.

microsoft /vert-papers

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).

kermitt2 /entity-fishing

A machine learning tool for fishing entities

SapienzaNLP /extend

Entity Disambiguation as text extraction (ACL 2022)

Lucaterre /spacyfishing

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

nicola-decao /efficient-autoregressive-EL

Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction

Babelscape /multinerd

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

ad-freiburg /elevant

Entity linking evaluation and analysis tool

mulangonando /Impact-of-KG-Context-on-ED

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

bloomberg /sgtb

Structured Gradient Tree Boosting

HITsz-TMG /Hansel

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

HITsz-TMG /Prompt-BioEL

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

kuzudb /dspy-kuzu-demo

Intro to using DSPy with Kuzu to enrich the data within the Nobel Laureate mentorship network

HITsz-TMG /Read-and-Select

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

shaform /erd-server

A ERD server for 2014 Entity Recognition and Disambiguation Challenge

zzp1012 /entity-disambiguation-enterpriseKG

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

Lei-Yang21 /SemTab

Modular pipeline for Semantic Table Annotation (SemTab), combining knowledge graph candidate retrieval, configurable scoring, and LLM-based ranking for CEA, CTA, and CPA.

izuna385 /PubTator-Multiprocess-Parser

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

mhmgad /AIDArabic

AIDArabic is Named Entity Disambiguation for Arabic Text.