sayef / fsner
Few-shot Named Entity Recognition
☆123Updated 3 years ago
Alternatives and similar repositories for fsner:
Users that are interested in fsner are comparing it to the libraries listed below
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆153Updated 10 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 last year
- Explainable Zero-Shot Topic Extraction☆62Updated 7 months ago
- Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality …☆106Updated last year
- A Python library aimed at dissecting and augmenting NER training data.☆58Updated last year
- A library to synthesize text datasets using Large Language Models (LLM)☆151Updated 2 years ago
- ☆43Updated last year
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆106Updated 11 months ago
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 2 years ago
- 💫 SpaCy wrapper for ConceptNet 💫☆92Updated last year
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆82Updated 5 months ago
- Creating class-based TF-IDF matrices☆83Updated 2 years ago
- Coreference Resolution☆75Updated 4 years ago
- PyTorch-IE: State-of-the-art Information Extraction in PyTorch☆77Updated this week
- Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging☆66Updated 2 years ago
- KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction…☆103Updated 9 months ago
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆171Updated 2 weeks ago
- Sentence transformers models for SpaCy☆107Updated 2 years ago
- ☆61Updated 4 years ago
- Entity Disambiguation as text extraction (ACL 2022)☆181Updated 2 years ago
- Streamlit Named Entity Recognition (NER) annotation custom component☆38Updated 2 years ago
- Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction☆81Updated 4 years ago
- A spaCy custom component that extracts and normalizes temporal expressions☆54Updated 2 years ago
- RaKUn 2.0 - A fast keyword detection algorithm☆66Updated last month
- Repository for the paper "MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguatio…☆44Updated last year
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆87Updated last year
- Examples for aligning, padding and batching sequence labeling data (NER) for use with pre-trained transformer models☆65Updated 2 years ago
- Repository for the paper "Named Entity Recognition for Entity Linking: What Works and What's Next" (EMNLP 2021).☆75Updated 3 years ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆386Updated last year
- Coreference resolution for English, French, German and Polish, optimised for limited training data and easily extensible for further lang…☆122Updated 11 months ago