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Alessandro Stolfo
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Papers · 16
Fluid Reasoning Representations
2026-02-04
alphaXiv
arXiv
S2
On the Emergence of Induction Heads for In-Context Learning
arXiv.org
2025-11-02
alphaXiv
arXiv
S2
Probing for Arithmetic Errors in Language Models
Conference on Empirical Methods in Natural Language Processing
2025-07-16
alphaXiv
arXiv
S2
Dense SAE Latents Are Features, Not Bugs
Neural Information Processing Systems
2025-06-18
alphaXiv
arXiv
S2
Transferring Linear Features Across Language Models With Model Stitching
Neural Information Processing Systems
2025-06-07
alphaXiv
arXiv
S2
MIB: A Mechanistic Interpretability Benchmark
International Conference on Machine Learning
2025-04-17
alphaXiv
arXiv
S2
Improving Instruction-Following in Language Models through Activation Steering
International Conference on Learning Representations
2024-10-15
alphaXiv
arXiv
S2
Confidence Regulation Neurons in Language Models
Neural Information Processing Systems
2024-06-24
alphaXiv
arXiv
S2
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study
NAACL-HLT
2024-04-10
alphaXiv
arXiv
S2
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
International Conference on Machine Learning
2024-01-31
alphaXiv
arXiv
S2
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
Conference on Empirical Methods in Natural Language Processing
2023-10-23
alphaXiv
arXiv
S2
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis
Conference on Empirical Methods in Natural Language Processing
2023-05-24
alphaXiv
arXiv
S2
Distilling Reasoning Capabilities into Smaller Language Models
Annual Meeting of the Association for Computational Linguistics
2022-12-01
alphaXiv
arXiv
S2
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models
Annual Meeting of the Association for Computational Linguistics
2022-10-21
alphaXiv
arXiv
S2
Longtonotes: OntoNotes with Longer Coreference Chains
Findings
2022-10-07
alphaXiv
arXiv
S2
States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly Anonymous ACL submission
S2