Stolfo, Alessandro

Distilling Reasoning Capabilities into Smaller Language Models

Shridhar, K., Stolfo, A., & Sachan, M. (2023) · Findings of the Association for Computational Linguistics: ACL 2023

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 79

Humanity's Last Exam

Phan, L., Gatti, A., Han, Z., Li, N., Hu, J., Zhang, H., Zhang, C. B. C., Shaaban, M., Ling, J., Shi, S., et al. (2025) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 65

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

Stolfo, A., Jin, Z., Shridhar, K., Schoelkopf, B., & Sachan, M. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Natural Language Processing TechniquesLogic, Reasoning, and Knowledge

Cited by 17

Improving Instruction-Following in Language Models through Activation Steering

Stolfo, A., Balachandran, V., Yousefi, S., Horvitz, E., & Nushi, B. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

Confidence Regulation Neurons in Language Models

Stolfo, A., Wu, B., Gurnee, W., Belinkov, Y., Song, X., Sachan, M., & Nanda, N. (2024) · Advances in Neural Information Processing Systems 37

Neurobiology of Language and BilingualismTopic Modeling

Cited by 2