Projects in Awesome Lists tagged with entity-linking

https://github.com/explosion/spacy

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

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 29 Sep 2024

https://github.com/spacy-io/spaCy

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

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 22 Aug 2024

https://github.com/explosion/spaCy

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

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 30 Jul 2024

https://github.com/didi/chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

chinese-nlp chinese-word-segmentation entity-linking machine-translation nlp nlp-tasks question-answering

Last synced: 26 Sep 2024

https://github.com/didi/ChineseNLP

Datasets, SOTA results of every fields of Chinese NLP

chinese-nlp chinese-word-segmentation entity-linking machine-translation nlp nlp-tasks question-answering

Last synced: 01 Aug 2024

https://github.com/dbpedia-spotlight/dbpedia-spotlight

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

content-tagging dbpedia-spotlight entity-extraction entity-linking nlp rdfa-annotation semantic-web text-annotation

Last synced: 03 Aug 2024

https://github.com/inception-project/inception

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

active-learning annotation-editor annotation-tool entity-linking java sparql uima

Last synced: 03 Aug 2024

https://github.com/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

bert-ner bert-wwm bilstm-cnn ccks character-embeddings entity-disambiguation entity-linking entity-recognition knowledge-base knowledge-graph

Last synced: 06 Aug 2024

https://github.com/erre-quadro/spikex

SpikeX - SpaCy Pipes for Knowledge Extraction

abbreviations-detection acronym-recognition clustering entity-linking named-entity-recognition nlp noun-phrase-extract sentence-splitting spacy spacy-pipes verb-phrase-extract wikigraph wikipedia wikipedia-graph

Last synced: 30 Sep 2024

https://github.com/izuna385/entity-linking-recent-trends

Recent trends of Entity Linking, Disambiguation, and Representation.

bert entity-disambiguation entity-language-model entity-linking entity-representation entity-resolution natural-language-processing nlp

Last synced: 01 Oct 2024

https://github.com/pen-ho/medical_knowledge_graph_app-master

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

django-application echarts entity-linking kbqa kgqa knowledge-graph mention-detection neo4j ner nlp pytorch-transformers relation-detection relation-extraction

Last synced: 26 Sep 2024

https://github.com/sunyilgdx/NSP-BERT

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

bert correference-resolution entity-linking entity-typing natural-language-inference nlp prompt-learning sentence-classification sentiment-analysis tensorflow text-classification zero-shot

Last synced: 03 Aug 2024

https://github.com/andychisholm/nel

Entity linking framework

entity-linking information-extraction machine-learning natural-language-processing

Last synced: 02 Aug 2024

https://github.com/lucaterre/spacyfishing

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

entity-disambiguation entity-linking hacktoberfest natural-language-processing nlp python3 spacy spacy-extension spacy-extensions wikidata

Last synced: 30 Sep 2024

https://github.com/Wikidata/soweego

Link Wikidata items to large catalogs

data-matching entity-linking entity-resolution identifiers knowledge-graph record-linkage wikidata wikimedia

Last synced: 01 Aug 2024

https://github.com/ub-mannheim/spacyopentapioca

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

entity-linking named-entity-linking spacy spacy-extensions spacy-pipeline wikidata

Last synced: 30 Sep 2024

https://github.com/seukgcode/MELBench

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.

entity-linking knowledge-graph multimodal

Last synced: 03 Aug 2024

https://github.com/jinzhuoran/cogie

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

acl2021 demo entity-linking entity-typing event-extraction frame-semantic-parsing information-extraction named-entity-recognition natural-language-processing nlp python pytorch relation-extraction

Last synced: 30 Sep 2024

https://github.com/jenojp/extractacy

Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)

entity-extraction entity-linking ner nlp pattern-matching spacy spacy-extension spacy-pipeline

Last synced: 30 Sep 2024

https://github.com/izuna385/zero-shot-entity-linking

Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.

allennlp approximate-nearest-neighbor-search bert entity-linking faiss natural-language-processing zero-shot-learning zero-shot-retrieval

Last synced: 01 Oct 2024

https://github.com/izuna385/entity-linking-tutorial

Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!

allennlp approximate-nearest-neighbor-search bert entity-linking named-entity-disambiguation natural-language-processing

Last synced: 01 Oct 2024

https://github.com/izuna385/jel

Japanese Entity Linker.

allennlp entity-linking jel natural-language-processing python pytorch question-answering transformers

Last synced: 01 Oct 2024

https://github.com/izuna385/wikia-and-wikipedia-el-dataset-creator

You can create datasets from Wikia/Wikipedia that can be used for entity recognition and Entity Linking. Dumps for ja-wiki and VTuber-wiki are available!

deep-learning entity-linking named-entity-recognition natural-language-processing natural-language-understanding spacy wikipedia