Alessandro Stolfo
According to our database1,
Alessandro Stolfo
authored at least 9 papers
between 2022 and 2024.
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Bibliography
2024
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
CoRR, 2024
2023
Understanding Arithmetic Reasoning in Language Models using Causal Mediation Analysis.
CoRR, 2023
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Distilling Multi-Step Reasoning Capabilities of Large Language Models into Smaller Models via Semantic Decompositions.
CoRR, 2022
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022