Model Compression for Domain Adaptation through Causal Effect Estimation

• Main Authors: Rotman, Guy, Feder, Amir, Reichart, Roi
• Format: Journal Article
• Language: English
• Published: 18.01.2021
• Subjects: Computer Science - Artificial Intelligence; Computer Science - Computation and Language

Recent improvements in the predictive quality of natural language processing systems are often dependent on a substantial increase in the number of model parameters. This has led to various attempts of compressing such models, but existing methods have not considered the differences in the predictiv...