IsoScore: Measuring the Uniformity of Vector Space Utilization. - William Rudman; Nate Gillman; Taylor Rayne; Carsten Eickhoff (CoRR, 2021)

IsoScore: Measuring the Uniformity of Embedding Space Utilization. - William Rudman; Nate Gillman; Taylor Rayne; Carsten Eickhoff (ACL (Findings), 2022)

Garden Path Traversal in GPT-2. - William Jurayj; William Rudman; Carsten Eickhoff (BlackboxNLP@EMNLP, 2022)

ACQuA: Anomaly Classification with Quasi-Attractors. - William Rudman; Jack Merullo; Laura Mercurio; Carsten Eickhoff (CinC, 2022)

Garden-Path Traversal within GPT-2. - William Jurayj; William Rudman; Carsten Eickhoff (CoRR, 2022)

Leveraging Unlabeled Electroencephalographic Data to Predict Neurological Recovery for Comatose Patients Following Cardiac Arrest. - Isaac Sears; Augusto Garcia-Agundez; George Zerveas; William Rudman; Laura Mercurio; Corey E. Ventetuolo; Adeel Abbasi; Carsten Eickhoff (CinC, 2023)

Outlier Dimensions Encode Task Specific Knowledge. - William Rudman; Catherine Chen 001; Carsten Eickhoff (EMNLP, 2023)

Stable Anisotropic Regularization. - William Rudman; Carsten Eickhoff (ICLR, 2024)

What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation. - Michal Golovanevsky; William Rudman; Vedant Palit; Ritambhara Singh; Carsten Eickhoff (CoRR, 2024)

Forgotten Polygons: Multimodal Large Language Models are Shape-Blind. - William Rudman; Michal Golovanevsky; Amir Bar; Vedant Palit; Yann LeCun; Carsten Eickhoff; Ritambhara Singh (ACL (Findings), 2025)

What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation. - Michal Golovanevsky; William Rudman; Vedant Palit; Carsten Eickhoff; Ritambhara Singh (NAACL (Long Papers), 2025)

Forgotten Polygons: Multimodal Large Language Models are Shape-Blind. - William Rudman; Michal Golovanesky; Amir Bar; Vedant Palit; Yann LeCun; Carsten Eickhoff; Ritambhara Singh (CoRR, 2025)

TRIM: Achieving Extreme Sparsity with Targeted Row-wise Iterative Metric-driven Pruning. - Florentin Beck; William Rudman; Carsten Eickhoff (CoRR, 2025)

Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts. - Michal Golovanevsky; William Rudman; Michael Lepori; Amir Bar; Ritambhara Singh; Carsten Eickhoff (CoRR, 2025)