AdirthaBorgohain / NER-RELinks
A Named Entity Recognition + Entity Linker + Relation Extraction Pipeline built using spacy v3. Given a text, the pipeline will extract entities from the text as trained and will disambiguate the entities to its normalized form through an Entity Linker connected to a Knowledge Base and will assign a relation between the entities, if any.
☆39Updated 2 years ago
Alternatives and similar repositories for NER-RE
Users that are interested in NER-RE are comparing it to the libraries listed below
Sorting:
- Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!☆34Updated 4 years ago
- Few-shot Named Entity Recognition☆123Updated 3 years ago
- Entity Disambiguation as text extraction (ACL 2022)☆182Updated 3 years ago
- spaCy pipeline component for generating spaCy KnowledgeBase Alias Candidates for Entity Linking☆85Updated 2 years ago
- The official tool for transforming doccano format into common dataset formats.☆107Updated 2 years ago
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆106Updated last year
- A spaCy wrapper for DBpedia Spotlight☆110Updated 2 years ago
- Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality …☆106Updated last year
- ☆35Updated 3 years ago
- A spaCy wrapper of OpenTapioca for named entity linking on Wikidata☆94Updated 2 years ago
- Developing a Knowledge Graph-based Question and Answering program to extract information from huge dataset☆96Updated 2 years ago
- Building NER and RE components using HuggingFace Transformers☆50Updated 3 years ago
- Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction☆81Updated 4 years ago
- Streamlit Named Entity Recognition (NER) annotation custom component☆38Updated 2 years ago
- A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata☆162Updated 2 years ago
- KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction…☆104Updated last year
- Named entity relevant project☆30Updated 4 years ago
- ☆60Updated 4 years ago
- Data and additional information regarding the paper: Contract Discovery. Dataset and a Few-Shot Semantic Retrieval Challenge with Competi…☆31Updated 4 years ago
- ☆80Updated 3 years ago
- Spacy NER annotator using ipywidgets☆123Updated last year
- Repository for the paper "Named Entity Recognition for Entity Linking: What Works and What's Next" (EMNLP 2021).☆76Updated 3 years ago
- Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers☆160Updated 4 years ago
- Build Semantic Search with S-BERT and Fine-tune your model in unsupervised way☆58Updated 3 years ago
- BERT, LDA, and TFIDF based keyword extraction in Python☆73Updated last year
- Model training tutorials for the Stanza Python NLP Library☆40Updated 2 years ago
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆245Updated 2 years ago
- spaCy powered Label Studio ML backend☆30Updated 2 years ago
- A spaCy custom component that extracts and normalizes temporal expressions☆54Updated 2 years ago
- Code accompanying the submission "Structural Text Segmentation of Legal Documents" by Aumiller et al.☆97Updated last year