Samuele Bortolotti
@samubortolotti.bsky.social
Ph.D. student in Artificial Intelligence at the University of Trento.
📣 Does your model learn high-quality #concepts, or does it learn a #shortcut? Test it with our #NeurIPS2024 dataset & benchmark track paper! rsbench: A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts What's the deal with rsbench? 🧵
by @ema-ridopoco.bsky.social @looselycorrect.bsky.social @andreapasserini.bsky.social @samubortolotti.bsky.social eg 👉 proceedings.neurips.cc/paper_files/... 👉 openreview.net/forum?id=pDc... 👉 unitn-sml.github.io/rsbench/
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
proceedings.neurips.cc