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14 search results found

Argilla ⭐ 3,097

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

Refinery ⭐ 1,257

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

Awesome Open Data Centric Ai ⭐ 630

Curated list of open source tooling for data-centric AI on unstructured data.

Asreview ⭐ 525

Active learning for systematic reviews

Small Text ⭐ 509

Active Learning for Text Classification in Python

Prodigy Recipes ⭐ 449

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Label Sleuth ⭐ 230

Open source no-code system for text annotation and building of text classifiers

A web-based document annotation tool, powered by GPT-4 🚀

Jupyterlab Prodigy ⭐ 181

🧬 A JupyterLab extension for annotating data with Prodigy

Doccano Client ⭐ 76

A simple client for doccano API.

Trunklucator ⭐ 73

Python module for data scientists for quick creating annotation projects.

Icl Selective Annotation ⭐ 72

[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"

Medcattrainer ⭐ 62

A simple interface to inspect, improve and add concepts to biomedical NER+L -> MedCAT.

Contrastive Active Learning ⭐ 51

Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively Adapting Pretrained Language Models for Active Learning"

Human In The Loop Machine Learning Tool Tornado ⭐ 49

Tornado is a human-in-the-loop machine learning framework that helps you exploit your unlabelled data to train models through a simple and easy to use web interface.

Policy Data Analyzer ⭐ 22

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Refinery Python Sdk ⭐ 17

Official Python SDK for Kern AI refinery.

Go Active Learning ⭐ 14

go-active-learning is a command line annotation tool for binary classification problem written in Go.

[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

Entitytargetedactivelearning ⭐ 12

Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".

Focusing on potential named entities during active label acquisition.

Qdrant Nlp ⭐ 7

In browser active learning and guided search

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