27 citations
3 papers
cs.LG2024★ 27 cited
An end-to-end attention-based approach for learning on graphs
David Buterez, Jon Paul Janet, Dino Oglic +1
There has been a recent surge in transformer-based architectures for learning on graphs, mainly motivated by attention as an effective learning mechanism and the desire to supersed…
cs.CL2015★ 13 cited
Scaling Recurrent Neural Network Language Models
Will Williams, Niranjani Prasad, David Mrva +2
This paper investigates the scaling properties of Recurrent Neural Network Language Models (RNNLMs). We discuss how to train very large RNNs on GPUs and address the questions of ho…
q-bio.PE2013★ 2 cited
Population genetics of gene function
Ignacio Gallo
This paper shows that differentiating the lifetimes of two phenotypes independently from their fertility can lead to a qualitative change in the equilibrium of a population: since…