| Distilling reasoning capabilities into smaller language models K Shridhar*, A Stolfo*, M Sachan ACL 2023 (Findings), 7059-7073, 2023 | 121* | 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 | 36 | 2022 |
| A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis A Stolfo, Y Belinkov, M Sachan EMNLP 2023, 2023 | 32 | 2023 |
| 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 | 10 | 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 | 6 | 2022 |
| Longtonotes: OntoNotes with Longer Coreference Chains K Shridhar, N Monath, R Thirukovalluru, A Stolfo, M Zaheer, A McCallum, ... EACL 2023 (Findings), 2022 | 3 | 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 | 2 | 2024 |
| Confidence Regulation Neurons in Language Models A Stolfo, B Wu, W Gurnee, Y Belinkov, X Song, M Sachan, N Nanda arXiv preprint arXiv:2406.16254, 2024 | | 2024 |
| Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study A Stolfo arXiv preprint arXiv:2404.07060, 2024 | | 2024 |
Mrinmaya SachanAssistant Professor, ETH ZürichVerified email at inf.ethz.ch
