Publications

Mitigating Memorization in Language Models (spotlight)
Mansi Sakarvadia, Aswathy Ajith, Arham Khan, Nathaniel Hudson, Caleb Geniesse, Kyle Chard, Yaoqing Yang, Ian Foster, Michael W. Mahoney

Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models
Mansi Sakarvadia, Aswathy Ajith, Arham Khan, Daniel Grzenda, Nathaniel Hudson, André Bauer, Kyle Chard, Ian Foster

The Diminishing Returns of Masked Language Models to Science
Zhi Hong, Aswathy Ajith, James Pauloski, Eamon Duede, Kyle Chard, Ian Foster