Popular GitHub Repositories for Active Learning In Nlp

Active learning in NLP

Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models (EMNLP 2024)

AL for rare class strategies compared in the paper "Transfer and Active Learning for Dissonance Detection: Addressing the Rare Class Challenge" adapted, to be used out-of-the-box.

Active Learning for Text Classification using Small-Text

Framework to study the use of deep active learning for biomedical relation extraction

The code and data for our EMNLP 2023 Findings paper: MEAL.

System for Training-based Expansion of Tools for Proper Name Mentions Recognition Based on Active Learning