2 papers
cs.LG2025
Unveiling Transformer Perception by Exploring Input Manifolds
Alessandro Benfenati, Alfio Ferrara, Alessio Marta +2
This paper introduces a general method for the exploration of equivalence classes in the input space of Transformer models. The proposed approach is based on sound mathematical the…
cs.IR2024
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods
Davide Riva, Cristina Rossetti
In this essay we discuss the recent trends in visual analysis and exploration of Knowledge Graphs, particularly in conjunction with Knowledge Graph Embedding techniques. We present…