Concepedia

Alessandro Stolfo

AS

5

Publications

121

Citations

5

H-Index

2022

Active since

Affiliations

ETH Zurich(Current)

Alessandro Stolfo is an author at ETH Zurich specializing in automated reasoning, computational linguistics, and linguistics.

Top concepts

LanguageSemanticsEngineeringLinguisticsComputer ScienceAutomated ReasoningComputational LinguisticsNatural Language ProcessingReasoningData Science

Publications per year

2022–2024

5

Publications

5

Distilling Reasoning Capabilities into Smaller Language Models

Kumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan · 2023 · 53 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Smaller Language Models +19

Distilling Reasoning Capabilities into Smaller Language Models

Kumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan · arXiv (Cornell University) · 2022 · 21 citations · Full text

Artificial Intelligence, Smaller Language Models, Engineering +18

Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?

Andreas Opedal, Alessandro Stolfo, Haruki Shirakami et al. · arXiv (Cornell University) · 2024 · 21 citations · Full text

A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models

Alessandro Stolfo, Zhijing Jin, Kumar Shridhar et al. · 2023 · 15 citations · Full text

Engineering, Model-based Reasoning, Semantics +21

A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan · 2023 · 11 citations · Full text

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