TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Entity Disambiguation	AIDA-CoNLL	Wikipedia2Vec	In-KB Accuracy	91.5	# 11
Entity Disambiguation	AIDA-CoNLL	Wikipedia2Vec-GBRT	In-KB Accuracy	93.1	# 8
Entity Disambiguation	TAC2010	Wikipedia2Vec	Micro Precision	85.2	# 4

🦡 Badges

Include the markdown at the top of your GitHub README.md file to showcase the performance of the model.

Badges are live and will be dynamically updated with the latest ranking of this paper.

Badge	Markdown
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/joint-learning-of-the-embedding-of-words-and/entity-disambiguation-on-tac2010)](https://paperswithcode.com/sota/entity-disambiguation-on-tac2010?p=joint-learning-of-the-embedding-of-words-and)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/joint-learning-of-the-embedding-of-words-and/entity-disambiguation-on-aida-conll)](https://paperswithcode.com/sota/entity-disambiguation-on-aida-conll?p=joint-learning-of-the-embedding-of-words-and)`

Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation

CONLL 2016 • Ikuya Yamada • Hiroyuki Shindo • Hideaki Takeda • Yoshiyasu Takefuji

Named Entity Disambiguation (NED) refers to the task of resolving multiple named entity mentions in a document to their correct references in a knowledge base (KB) (e.g., Wikipedia). In this paper, we propose a novel embedding method specifically designed for NED... (read more)

PDF Abstract CONLL 2016 PDF CONLL 2016 Abstract

Code

Add Remove Mark official

wikipedia2vec/wikipedia2vec

650

Tasks

Add Remove

ENTITY DISAMBIGUATION

ENTITY LINKING

Datasets

Add Datasets introduced or used in this paper

Results from the Paper

Edit

Ranked #4 on Entity Disambiguation on TAC2010

Get a GitHub badge

TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	BENCHMARK
Entity Disambiguation	AIDA-CoNLL	Wikipedia2Vec	In-KB Accuracy	91.5	# 11	Compare
Entity Disambiguation	AIDA-CoNLL	Wikipedia2Vec-GBRT	In-KB Accuracy	93.1	# 8	Compare
Entity Disambiguation	TAC2010	Wikipedia2Vec	Micro Precision	85.2	# 4	Compare

Methods used in the Paper

Add Remove

METHOD	TYPE
🤖 No Methods Found	Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet

Edit Social Preview

Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Edit social preview

Code Edit Add Remove Mark official

Tasks Edit Add Remove

Datasets Edit

Results from the Paper Edit

Methods used in the Paper Edit Add Remove