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Samuele Bortolotti

@samubortolotti.bsky.social

212 followers 318 following 10 posts

Ph.D. student in Artificial Intelligence at the University of Trento.

Samuele Bortolotti @samubortolotti.bsky.social · 10/12/2024

📣 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? 🧵

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Reposted by Samuele Bortolotti

antonio vergari ⚔️ short-circuiting @nolovedeeplearning.bsky.social · 10/12/2024

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/

proceedings.neurips.cc

Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

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