IBM / zshotLinks
Zero and Few shot named entity & relationships recognition
☆386Updated 4 months ago
Alternatives and similar repositories for zshot
Users that are interested in zshot are comparing it to the libraries listed below
Sorting:
- 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
- SpanMarker for Named Entity Recognition☆451Updated 8 months 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
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆189Updated last week
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆265Updated 10 months ago
- Entity Disambiguation as text extraction (ACL 2022)☆182Updated 3 years ago
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆107Updated last year
- ReFinED is an efficient and accurate entity linking (EL) system.☆219Updated 9 months ago
- Few-shot Named Entity Recognition☆123Updated 3 years ago
- This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-s…☆219Updated 7 months ago
- REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).☆544Updated last year
- Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further lang…☆126Updated last year
- Active Learning for Text Classification in Python☆623Updated last week
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆337Updated 2 years ago
- ☆366Updated last year
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆156Updated last year
- spaCy module for linking text to Wikidata items☆241Updated 2 years ago
- SpikeX - SpaCy Pipes for Knowledge Extraction☆399Updated 4 years ago
- 💫 SpaCy wrapper for ConceptNet 💫☆94Updated 2 years ago
- Coreference Resolution☆79Updated 4 years ago
- ☆169Updated last year
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆187Updated last year
- Building NER and RE components using HuggingFace Transformers☆51Updated 3 years ago
- REL: Radboud Entity Linker☆314Updated last year
- ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3☆323Updated 2 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
- Creating class-based TF-IDF matrices☆90Updated 2 years ago
- Data and models for the SciFact verification task.☆239Updated last year
- Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality …☆106Updated last year
- Information extraction from English and German texts based on predicate logic☆138Updated 2 years ago