168 citations · 288 across the 9 of their papers we have counts for
3 papers · 1 filter
Individual and Collective Autonomous Development
Marco Lippi, Stefano Mariani, Matteo Martinelli +1
The increasing complexity and unpredictability of many ICT scenarios let us envision that future systems will have to dynamically learn how to act and adapt to face evolving situat…
Combining Transformers with Natural Language Explanations
Federico Ruggeri, Marco Lippi, Paolo Torroni
Many NLP applications require models to be interpretable. However, many successful neural architectures, including transformers, still lack effective interpretation methods. A poss…
Tree-Constrained Graph Neural Networks For Argument Mining
Federico Ruggeri, Marco Lippi, Paolo Torroni
We propose a novel architecture for Graph Neural Networks that is inspired by the idea behind Tree Kernels of measuring similarity between trees by taking into account their common…