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.
☆40Updated 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:
- The official tool for transforming doccano format into common dataset formats.☆109Updated 2 years ago
- 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
- Entity Disambiguation as text extraction (ACL 2022)☆182Updated 3 years ago
- KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction…☆105Updated last year
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆391Updated 2 years ago
- A Dataset of German Legal Documents for Named Entity Recognition☆173Updated 2 years ago
- BERT, LDA, and TFIDF based keyword extraction in Python☆74Updated last year
- Building NER and RE components using HuggingFace Transformers☆51Updated 3 years ago
- Data Annotation Tool for Named Entity Recognition using Active Learning and Transfer Learning☆10Updated 4 years ago
- ☆60Updated 4 years ago
- spaCy pipeline component for generating spaCy KnowledgeBase Alias Candidates for Entity Linking☆86Updated 2 years ago
- Spacy NER annotator using ipywidgets☆123Updated last year
- Code accompanying the submission "Structural Text Segmentation of Legal Documents" by Aumiller et al.☆97Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- Creating class-based TF-IDF matrices☆90Updated 2 years ago
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆107Updated last year
- A Framework for Textual Entailment based Zero Shot text classification☆152Updated last year
- Few-shot Named Entity Recognition☆123Updated 3 years ago
- Zero and Few shot named entity & relationships recognition☆386Updated 4 months ago
- AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)☆137Updated 2 years ago
- A python library for extracting text from PDFs without losing the formatting of the PDF content.☆77Updated 3 years ago
- Streamlit Named Entity Recognition (NER) annotation custom component☆39Updated 2 years ago
- Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction☆81Updated 4 years ago
- Repository for the paper "Named Entity Recognition for Entity Linking: What Works and What's Next" (EMNLP 2021).☆76Updated 3 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
- ☆93Updated 3 years ago
- A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including arch…☆53Updated 3 years ago
- Coreference Resolution☆79Updated 4 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆78Updated 3 years ago
- Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to cust…☆62Updated 3 years ago