Samuele Bortolotti
@samubortolotti.bsky.social
📤 195
📥 318
📝 10
Ph.D. student in Artificial Intelligence at the University of Trento.
pinned post!
📣 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? 🧵
10 months ago
1
35
12
📣 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? 🧵
10 months ago
1
35
12
reposted by
Samuele Bortolotti
antonio vergari ⚔️ short-circuiting
10 months ago
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/
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Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
https://proceedings.neurips.cc/paper_files/paper/2023/hash/e560202b6e779a82478edb46c6f8f4dd-Abstract-Conference.html
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