IBM / zshotLinks
Zero and Few shot named entity & relationships recognition
☆391Updated last month
Alternatives and similar repositories for zshot
Users that are interested in zshot are comparing it to the libraries listed below
Sorting:
- SpanMarker for Named Entity Recognition☆463Updated 10 months ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆396Updated 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…☆244Updated 2 years ago
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆197Updated 2 months ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆265Updated last year
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆108Updated last year
- Entity Disambiguation as text extraction (ACL 2022)☆182Updated 3 years ago
- ReFinED is an efficient and accurate entity linking (EL) system.☆223Updated 11 months ago
- Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further lang…☆128Updated last year
- REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).☆549Updated 2 years ago
- spaCy module for linking text to Wikidata items☆240Updated 2 years ago
- This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-s…☆220Updated 9 months ago
- ☆369Updated last year
- Building NER and RE components using HuggingFace Transformers☆51Updated 3 years ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆338Updated 2 years ago
- Coreference Resolution☆79Updated 4 years ago
- Active Learning for Text Classification in Python☆631Updated last week
- Few-shot Named Entity Recognition☆123Updated 3 years ago
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆156Updated last year
- 💫 SpaCy wrapper for ConceptNet 💫☆95Updated 2 years ago
- Creating class-based TF-IDF matrices☆90Updated 3 years ago
- REL: Radboud Entity Linker☆314Updated last year
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆186Updated last year
- ☆171Updated last year
- A spaCy wrapper for DBpedia Spotlight☆111Updated 2 years ago
- Framework for fine-tuning pretrained transformers for Named-Entity Recognition (NER) tasks☆159Updated 2 years ago
- SpikeX - SpaCy Pipes for Knowledge Extraction☆399Updated 4 years ago
- Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further lang…☆197Updated 2 years ago
- [EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.☆110Updated last year
- A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata☆165Updated 3 years ago