Samuele Bortolotti
@samubortolotti.bsky.social
Ph.D. student in Artificial Intelligence at the University of Trento.
Pinned
📣 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? 🧵
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? 🧵
📣 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? 🧵
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? 🧵
December 10, 2024 at 7:10 PM
📣 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? 🧵
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? 🧵
Reposted by Samuele Bortolotti
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/
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
December 10, 2024 at 3:46 PM