2 papers
cs.LG2025
Concept Probing: Where to Find Human-Defined Concepts (Extended Version)
Manuel de Sousa Ribeiro, Afonso Leote, João Leite
Concept probing has recently gained popularity as a way for humans to peek into what is encoded within artificial neural networks. In concept probing, additional classifiers are tr…
cs.AI2025
On the Performance of Concept Probing: The Influence of the Data (Extended Version)
Manuel de Sousa Ribeiro, Afonso Leote, João Leite
Concept probing has recently garnered increasing interest as a way to help interpret artificial neural networks, dealing both with their typically large size and their subsymbolic…