Investigation of Transformer-based Latent Attention Models for Neural Machine Translation

no code implementations • AMTA 2020 • Parnia Bahar, Nikita Makarov, Hermann Ney

Machine Translation Translation

Graph neural network surrogate for strategic transport planning

1 code implementation • 14 Aug 2024 • Nikita Makarov, Santhanakrishnan Narayanan, Constantinos Antoniou

We analyse hierarchical regression setups, combining classification and regression tasks, and introduce fine-grained classification with a proposal of a method to convert outputs to precise values.

Graph Attention Graph Neural Network