Alessandro Stolfo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2023–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | Probing for Arithmetic Errors in Language Models. | Yucheng Sun, Alessandro Stolfo, Mrinmaya Sachan |
| 2025 | ICLR | Improving Instruction-Following in Language Models through Activation Steering. | Alessandro Stolfo, Vidhisha Balachandran, Safoora Yousefi, Eric Horvitz, Besmira Nushi |
| 2025 | ICML | MIB: A Mechanistic Interpretability Benchmark. | Aaron Mueller, Atticus Geiger, Sarah Wiegreffe, Dana Arad, Ivn Arcuschin, Adam Belfki, Yik Siu Chan, Jaden Fried Fiotto-Kaufman, Tal Haklay, Michael Hanna, Jing Huang, Rohan Gupta, Yaniv Nikankin, Hadas Orgad, Nikhil Prakash, Anja Reusch, Aruna Sankaranarayanan, Shun Shao, Alessandro Stolfo, Martin Tutek, Amir Zur, David Bau, Yonatan Belinkov |
| 2024 | ICML | Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? | Andreas Opedal, Alessandro Stolfo, Haruki Shirakami, Ying Jiao, Ryan Cotterell, Bernhard Schlkopf, Abulhair Saparov, Mrinmaya Sachan |
| 2024 | NAACL | Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study. | Alessandro Stolfo |
| 2023 | ACL | Distilling Reasoning Capabilities into Smaller Language Models. | Kumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan |
| 2023 | ACL | A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models. | Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, Bernhard Schlkopf, Mrinmaya Sachan |
| 2023 | EACL | Longtonotes: OntoNotes with Longer Coreference Chains. | Kumar Shridhar, Nicholas Monath, Raghuveer Thirukovalluru, Alessandro Stolfo, Manzil Zaheer, Andrew McCallum, Mrinmaya Sachan |
| 2023 | EMNLP | Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models. | Yifan Hou, Jiaoda Li, Yu Fei, Alessandro Stolfo, Wangchunshu Zhou, Guangtao Zeng, Antoine Bosselut, Mrinmaya Sachan |
| 2023 | EMNLP | A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis. | Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan |