no code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Matan Ben Noach, Yoav Goldberg
Large pre-trained language models reach state-of-the-art results on many different NLP tasks when fine-tuned individually; They also come with a significant memory and computational requirements, calling for methods to reduce model sizes (green AI).
1 code implementation • IJCNLP 2019 • Matan Ben Noach, Yoav Goldberg
We propose a novel application of the XR framework for transfer learning between related tasks, where knowing the labels of task A provides an estimation of the label proportion of task B.