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
- 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
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆153Updated 11 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
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆87Updated last year
- A library to synthesize text datasets using Large Language Models (LLM)☆152Updated 2 years ago
- A Python library aimed at dissecting and augmenting NER training data.☆58Updated last year
- Explainable Zero-Shot Topic Extraction☆62Updated 8 months ago
- Creating class-based TF-IDF matrices☆83Updated 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
- Sentence transformers models for SpaCy☆107Updated 2 years ago
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆106Updated last year
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 3 years ago
- KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction…☆104Updated 10 months ago
- Entity Disambiguation as text extraction (ACL 2022)☆182Updated 3 years ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆83Updated 5 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…☆262Updated 5 months ago
- Coreference Resolution☆76Updated 4 years ago
- ☆43Updated 2 years ago
- 💫 SpaCy wrapper for ConceptNet 💫☆92Updated last year
- PyTorch-IE: State-of-the-art Information Extraction in PyTorch☆77Updated 2 weeks ago
- Examples for aligning, padding and batching sequence labeling data (NER) for use with pre-trained transformer models☆65Updated 2 years ago
- A spaCy custom component that extracts and normalizes temporal expressions☆54Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆202Updated 2 years ago
- Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction☆81Updated 4 years ago
- A spaCy wrapper for DBpedia Spotlight☆109Updated 2 years ago
- Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging☆66Updated 3 years ago
- Information extraction from English and German texts based on predicate logic☆135Updated last year
- Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers☆160Updated 4 years ago
- Zero and Few shot named entity & relationships recognition☆368Updated this week
- Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models…☆36Updated 3 years ago