Prediction of $\textrm{CO}_2$ Adsorption in Nano-Pores with Graph Neural Networks

no code implementations • 22 Aug 2022 • Guojing Cong, Anshul Gupta, Rodrigo Neumann, Maira de Bayser, Mathias Steiner, Breanndán Ó Conchúir

We investigate the graph-based convolutional neural network approach for predicting and ranking gas adsorption properties of crystalline Metal-Organic Framework (MOF) adsorbents for application in post-combustion capture of $\textrm{CO}_2$.

Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems

no code implementations • ACL 2021 • Claudio Pinhanez, Paulo Cavalin, Victor Henrique Alves Ribeiro, Ana Appel, Heloisa Candello, Julio Nogima, Mauro Pichiliani, Melina Guerra, Maira de Bayser, Gabriel Malfatti, Henrique Ferreira

In this paper we explore the improvement of intent recognition in conversational systems by the use of meta-knowledge embedded in intent identifiers.

Intent Recognition