entity-linking

There are 38 repositories under entity-linking topic.

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
Language:Python 30291
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
Language:HTML 1791
heathersherry / Knowledge-Graph-Tutorials-and-Papers
Insightful Tutorials and Papers about Knowledge Graphs
entity-extraction entity-linking entity-resolution information-extraction kg kgqa knowledge-base knowledge-graph mmkg named-entity-recognition survey
778
dbpedia-spotlight / dbpedia-spotlight
DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.
dbpedia-spotlight nlp semantic-web entity-linking text-annotation content-tagging entity-extraction rdfa-annotation
Language:Scala 756
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
Language:Java 600
Babelscape / rebel
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
entity-linking natural-language-generation natural-language-processing nlp relation-extraction
Language:Python 503
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
Language:Python 411
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
Language:Python 398
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
344
SapienzaNLP / relik
Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)
acl2024 bert entity-linking huggingface natural-language-processing nlp relation-extraction retrieval retriever-reader span-extraction transformers triplet-extraction wikipedia
Language:Python 340
zjukg / KG-MM-Survey
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
awsome awsome-list cross-modal-retrieval entity-alignment entity-linking image-classification image-generation information-extraction knowledge-graph knowledge-graph-embeddings large-language-models multi-modal-fusion multi-modal-knowledge-graph multi-modal-learning paper-list survey surveys visual-question-answering
339
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).
bertel can-ner cross-lingual-ner entity-disambiguation entity-extraction entity-linking entity-resolution grn language-understanding linkingpark ml named-entity-recognition ner nlp nlp-resources unitrans xl-ner
Language:Python 272
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）。
kgqa kbqa entity-linking mention-detection relation-detection pytorch-transformers neo4j django-application echarts knowledge-graph ner nlp relation-extraction
Language:JavaScript 270
opentapioca / opentapioca
Entity linking system for Wikidata updated by your edits in real time
entity-linking nif wikidata
Language:Python 252
dice-group / gerbil
GERBIL - General Entity annotatoR Benchmark
benchmarking benchmarking-framework entity-annotation entity-linking named-entity-recognition
Language:Java 224
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 zero-shot prompt-learning sentence-classification sentiment-analysis natural-language-inference correference-resolution entity-linking entity-typing nlp text-classification tensorflow
Language:Python 224
amazon-science / ReFinED
ReFinED is an efficient and accurate entity linking (EL) system.
entity-extraction entity-linking entity-resolution nlp pytorch
Language:Python 191
andychisholm / nel
Entity linking framework
entity-linking information-extraction machine-learning natural-language-processing
Language:Jupyter Notebook 183
SapienzaNLP / extend
Entity Disambiguation as text extraction (ACL 2022)
acl acl2022 entity-disambiguation entity-disambiguation-models entity-linking natural-language-processing nlp pytorch text-extraction
Language:Python 177
Lucaterre / spacyfishing
A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata
nlp python3 spacy entity-disambiguation entity-linking natural-language-processing spacy-extension spacy-extensions wikidata
Language:Python 153
zouzias / spark-lucenerdd
Spark RDD with Lucene's query and entity linkage capabilities
deduplication entity-linking hacktoberfest linkage lucene rdd record-linkage spark spatial-search
Language:Scala 124
medtype
svjan5 / medtype
MedType: Improving Medical Entity Linking with Semantic Type Prediction
bert-as-service biomedical deep-learning entity-linking medical pytorch state-of-the-art
Language:Python 116
SDM-TIB / falcon2.0
Falcon 2.0 is a joint entity and relation linking tool over Wikidata.
entity-linking relation-extraction entity-extraction wikidata dbpedia knowledge-graph natural-language-processing nlp
Language:Python 111
Wikidata / soweego
Link Wikidata items to large catalogs
data-matching entity-linking entity-resolution identifiers knowledge-graph record-linkage wikidata wikimedia
Language:Python 96
kaisugi / entity-related-papers
Named Entity Recognition, Entity Linking, and more
entity-linking entity-representation entity-typing named-entity-recognition ner
94
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
Language:Python 91
DerwenAI / strwythura
How to construct knowledge graphs from unstructured data sources
knowledge-graph nlp textgraphs unstructured-data vector-database entity-linking entity-resolution machine-learning named-entity-recognition relation-extraction
Language:Jupyter Notebook 88
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
80
UB-Mannheim / bbw
Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup
entity-linking entity-typing knowledge-graph ontology-matching relation-extraction schema-matching semantic-table-interpretation tabular-data-annotation wikibase wikidata
Language:Python 69
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
Language:Python 67
nicola-decao / efficient-autoregressive-EL
Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction
entity-disambiguation entity-linking natural-language-processing nlp pytorch
Language:Python 67
currylym / entity_linking
实体链接demo
entity-linking baike
Language:Python 64
extractacy
jenojp / extractacy
Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)
nlp spacy spacy-extension ner entity-extraction spacy-pipeline pattern-matching entity-linking
Language:Python 53
Senzing / awesome
Curated list of awesome software and resources for Senzing, The First Real-Time AI for Entity Resolution.
senzing entity-resolution entity resolution record-linkage entity-matching resource awesome data-matching de-duplicating dedupe deduplication fuzzy-matching fuzzymatch identity identity-resolution disambiguation entities entity-linking senzing-community
Language:Python 52
cambridgeltl / cometa
Corpus of Online Medical EnTities: the cometA corpus
bionlp deep-learning entity-linking machine-learning nlp transformer
Language:Jupyter Notebook 47
samuelbroscheit / entity_knowledge_in_bert
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 machine-learning nlp
Language:Python 46