Proceedings of The Third Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)

Towards Fair Dataset Distillation for Text Classification

Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.sustainlp-1.13 Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn

Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks

Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.sustainlp-1.4 Tanise Ceron, Nhut Truong, Aurélie Herbelot

Efficient Two-Stage Progressive Quantization of BERT

Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.sustainlp-1.2 C. Le, A. Ardakani, Amir Ardakani, Han Zhang, Yuyan Chen, J. Clark, B. Meyer, W. Gross