research
∙
10/17/2022
Measures of Information Reflect Memorization Patterns
Neural networks are known to exploit spurious artifacts (or shortcuts) t...
share
research
∙
08/12/2022
LM-CORE: Language Models with Contextually Relevant External Knowledge
Large transformer-based pre-trained language models have achieved impres...
research
∙
06/12/2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
Pre-trained Language Models (PTLMs) have been shown to perform well on n...
research
∙
05/24/2022
Linear Connectivity Reveals Generalization Strategies
It is widely accepted in the mode connectivity literature that when two ...
research
∙
05/30/2021
How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages
Despite the recent advancements of attention-based deep learning archite...
research
∙
02/17/2021