Cotnareanu, Joseph

4 publications

AISTATS 2025 InnerThoughts: Disentangling Representations and Predictions in Large Language Models Didier Chételat, Joseph Cotnareanu, Rylee Thompson, Yingxue Zhang, Mark Coates

NeurIPS 2025 Is the Acquisition Worth the Cost? Surrogate Losses for Consistent Two-Stage Classifiers Florence Regol, Joseph Cotnareanu, Theodore Glavas, Mark Coates

NeurIPS 2024 HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation Joseph Cotnareanu, Zhanguang Zhang, Hui-Ling Zhen, Yingxue Zhang, Mark Coates

CoLLAs 2023 Substituting Data Annotation with Balanced Neighbourhoods and Collective Loss in Multi-Label Text Classification Muberra Ozmen, Joseph Cotnareanu, Mark Coates