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Home/Authors/Francesco Gullo

Francesco Gullo

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

Crypto×1AI×1

Frequent co-authors

Malia Barker1×
Bishal Lakha1×
Edoardo Serra1×

Research Timeline

2026
Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks

The paper introduces an automatic numeric-remapping attack to test the robustness of LLMs on arithmetic word problems, finding that LLMs remain sensitive to small numeric changes in datasets like GSM8K, while being more robust on structured datasets.

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Papers

cs.CRcs.AIRecentJun 2, 2026

Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks

Malia Barker, Bishal Lakha, Edoardo Serra, Francesco Gullo

The paper introduces an automatic numeric-remapping attack to test the robustness of LLMs on arithmetic word problems, finding that LLMs remain sensitive to small numeric changes in datasets like GSM8…

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