Katerina Margatina

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"

mourga

Source code for the ACL 2019 paper "Attention-based Conditioning Methods for External Knowledge Integration"

mourga

PyTorch implementation of Variational LSTM and Monte Carlo dropout.

mourga

Code for evaluating uncertainty estimation methods for Transformer-based architectures in natural language understanding tasks.

mourga