3 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.LG2019★ 2 cited
Learning to Control Latent Representations for Few-Shot Learning of Named Entities
Omar U. Florez, Erik Mueller
Humans excel in continuously learning with small data without forgetting how to solve old problems. However, neural networks require large datasets to compute latent representation…
cs.CL2019
Aging Memories Generate More Fluent Dialogue Responses with Memory Augmented Neural Networks
Omar U. Florez, Erik Mueller
Memory Networks have emerged as effective models to incorporate Knowledge Bases (KB) into neural networks. By storing KB embeddings into a memory component, these models can learn…
cs.CL2019★ 3 cited
On the Unintended Social Bias of Training Language Generation Models with Data from Local Media
Omar U. Florez
There are concerns that neural language models may preserve some of the stereotypes of the underlying societies that generate the large corpora needed to train these models. For ex…