There are 20 repositories under entity-linking topic.
💫 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.
INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
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.
GERBIL - General Entity annotatoR Benchmark
Entity linking system for Wikidata updated by your edits in real time
Entity linking framework
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
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).
Spark RDD with Lucene's query and entity linkage capabilities
MedType: Improving Medical Entity Linking with Semantic Type Prediction
Link Wikidata items to large catalogs
Entity Disambiguation as text extraction (ACL 2022)
Falcon 2.0 is a joint entity and relation linking tool over Wikidata.
A spaCy wrapper of OpenTapioca for named entity linking on Wikidata
Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup
Multimodal entity linking (MEL) aims to utilize multimodal information to map mentions to corresponding entities defined in knowledge bases. We release three MEL datasets: Weibo-MEL, Wikidata-MEL and Richpedia-MEL, containing 25,602, 18,880 and 17,806 samples from social media, encyclopedia and multimodal knowledge graphs respectively. A MEL dataset construction approach is proposed, including five stages: multimodal information extraction, mention extraction, entity extraction, triple construction and dataset construction. Experiment results demonstrate the usability of the datasets and the distinguishability between baseline models.
A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata
Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)
Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
This repository contains the code for the CONLL 2019 paper "Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking". The code is provided as a documentation for the paper and also for follow-up research.
Entity linking of personal mentions in multiparty dialogue.
A curated list of Deep learning and NLP must read papers
A python client for connecting to all the services provided by https://dandelion.eu
Corpus of Online Medical EnTities: the cometA corpus
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata
Named Entity Recognition, Entity Linking, and more
Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.