Efficient comparison of sentence embeddings

no code implementations • 2 Apr 2022 • Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis

The domain of natural language processing (NLP), which has greatly evolved over the last years, has highly benefited from the recent developments in word and sentence embeddings.

Semantic Similarity Semantic Textual Similarity +3

A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networks

no code implementations • 12 May 2021 • Nikolaos Nomikos, Spyros Zoupanos, Themistoklis Charalambous, Ioannis Krikidis, Athina Petropulu

Mobile networks are experiencing tremendous increase in data volume and user density.

BIG-bench Machine Learning reinforcement-learning +1

Materials Cloud, a platform for open computational science

no code implementations • 27 Mar 2020 • Leopold Talirz, Snehal Kumbhar, Elsa Passaro, Aliaksandr V. Yakutovich, Valeria Granata, Fernando Gargiulo, Marco Borelli, Martin Uhrin, Sebastiaan P. Huber, Spyros Zoupanos, Carl S. Adorf, Casper W. Andersen, Ole Schütt, Carlo A. Pignedoli, Daniele Passerone, Joost VandeVondele, Thomas C. Schulthess, Berend Smit, Giovanni Pizzi, Nicola Marzari

Materials Cloud is a platform designed to enable open and seamless sharing of resources for computational science, driven by applications in materials modelling.

Materials Science Computational Physics J.2; I.6; H.4