code-kern-ai / embedders
With embedders, you can easily convert your texts into sentence- or token-level embeddings within a few lines of code. Use cases for this include similarity search between texts, information extraction such as named entity recognition, or basic text classification.
☆21Updated last year
Alternatives and similar repositories for embedders:
Users that are interested in embedders are comparing it to the libraries listed below
- With sequence-learn, you can build models for named entity recognition as quickly as if you were building a sklearn classifier.☆22Updated 2 years ago
- spaCy match and replace, maintaining conjugation☆35Updated 2 years ago
- Aim-spaCy integration☆34Updated last year
- A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.☆27Updated 3 years ago
- Source code and data for Like a Good Nearest Neighbor☆28Updated 2 months ago
- A Python library aimed at dissecting and augmenting NER training data.☆58Updated 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
- classy is a simple-to-use library for building high-performance Machine Learning models in NLP.☆86Updated 2 months ago
- ☆22Updated 3 years ago
- 💥 Use Hugging Face text and token classification pipelines directly in spaCy☆63Updated last year
- ☆30Updated 2 years ago
- Preprocessing and analysis for training SNOMED-CT concept embeddings from CORD-19 corpus☆14Updated last year
- Interpretable feature construction from taxonomies for text classification☆18Updated 2 years ago
- Tokenization across languages. Useful as preprocessing for subword tokenization.☆22Updated 2 years ago
- A spaCy custom component that extracts and normalizes temporal expressions☆54Updated 2 years ago
- ☆43Updated last year
- Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models…☆37Updated 2 years ago
- XAI based human-in-the-loop framework for automatic rule-learning.☆48Updated 8 months ago
- A web interface to understand language-specific BERT-models☆17Updated 11 months ago
- 💫 SpaCy wrapper for ConceptNet 💫☆90Updated last year
- An example of how to use spaCy for extremely large files without running into memory issues☆36Updated 2 years ago
- Generate reports for spaCy models.☆29Updated 2 years ago
- Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.☆91Updated 3 years ago
- Pre-train Static Word Embeddings☆51Updated 3 weeks ago
- This repository contains an easy and intuitive approach to use SetFit in combination with spaCy.☆78Updated last year
- Just another sentiment wrapper.☆17Updated 3 years ago
- MoodCat😼 classifies the mood of English sentences.☆14Updated 2 years ago
- Learning BPE embeddings by first learning a segmentation model and then training word2vec☆19Updated 2 years ago
- Finds linguistic patterns effortlessly☆35Updated last year
- OptimSeed - Seed Word Selection for Weakly-Supervised Text Classification [NAACL SRW 2021]☆14Updated 4 years ago