2 papers
cs.LG2025
Data Distributional Properties As Inductive Bias for Systematic Generalization
Felipe del Rio, Alain Raymond-Saez, Daniel Florea +4
Deep neural networks (DNNs) struggle at systematic generalization (SG). Several studies have evaluated the possibility to promote SG through the proposal of novel architectures, lo…
cs.CL2021
DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference
Cristóbal Eyzaguirre, Felipe del Río, Vladimir Araujo +1
Large-scale pre-trained language models have shown remarkable results in diverse NLP applications. Unfortunately, these performance gains have been accompanied by a significant inc…