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Showing papers from Universita della Svizzera Italiana Show all papers

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NeurIPS 2026Google DeepMindEleutherAIUniversita della Svizzera ItaliaKing Abdullah University of ScieU WaterlooLLM evaluation & benchmarks

Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures

Tyler Chang, Catherine Arnett, Abdelrahman Sadallah, Abdelrahman Eldesokey and 36 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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lenient 1/5
medium 0/10
strict 0/5
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NeurIPS 2026Universita della Svizzera ItaliaUniversita della Svizzera ItaliaMIT Media LabDistribution shift & OOD detection

LLM Alignment--Utility Asymmetry under Semantic-Preserving Transformations

Synthetic semantic-preserving transformations reveal alignment-utility asymmetry: LLMs retain task utility on shifted inputs but suffer sharp alignment failures, with harmful rates surging over 40 points despite minimal capability loss.

Mohan Li, Chengyu Yu, Francesco Sovrano, Marc Langheinrich and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5