Alessandro Stolfo
Alessandro Stolfo
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Distilling reasoning capabilities into smaller language models
K Shridhar*, A Stolfo*, M Sachan
ACL 2023 (Findings), 7059-7073, 2023
A causal framework to quantify the robustness of mathematical reasoning with language models
A Stolfo*, Z Jin*, K Shridhar, B Schölkopf, M Sachan
ACL 2023, 2022
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis
A Stolfo, Y Belinkov, M Sachan
EMNLP 2023, 2023
A simple unsupervised approach for coreference resolution using rule-based weak supervision
A Stolfo, C Tanner, V Gupta, M Sachan
Proceedings of the 11th Joint Conference on Lexical and Computational …, 2022
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
Y Hou, J Li, Y Fei, A Stolfo, W Zhou, G Zeng, A Bosselut, M Sachan
EMNLP 2023, 2023
Longtonotes: OntoNotes with Longer Coreference Chains
K Shridhar, N Monath, R Thirukovalluru, A Stolfo, M Zaheer, A McCallum, ...
EACL 2023 (Findings), 2022
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
A Opedal, A Stolfo, H Shirakami, Y Jiao, R Cotterell, B Schölkopf, ...
arXiv preprint arXiv:2401.18070, 2024
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