| 2025 | ICLR | Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting. | Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick |
| 2025 | ICLR | On Linear Representations and Pretraining Data Frequency in Language Models. | Jack Merullo, Noah A. Smith, Sarah Wiegreffe, Yanai Elazar |
| 2024 | CogSci | Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks. | Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick |
| 2024 | EACL | Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. | Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick |
| 2024 | ICLR | Circuit Component Reuse Across Tasks in Transformer Language Models. | Jack Merullo, Carsten Eickhoff, Ellie Pavlick |
| 2024 | NAACL | Language Models Implement Simple Word2Vec-style Vector Arithmetic. | Jack Merullo, Carsten Eickhoff, Ellie Pavlick |
| 2024 | SIGIR | Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. | Catherine Chen, Jack Merullo, Carsten Eickhoff |
| 2023 | EACL | ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. | Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo, Luke Yeh, Mohit Iyyer, Brendan O'Connor |
| 2023 | EMNLP | Characterizing Mechanisms for Factual Recall in Language Models. | Qinan Yu, Jack Merullo, Ellie Pavlick |
| 2023 | ICLR | Linearly Mapping from Image to Text Space. | Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick |
| 2019 | EMNLP | Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts. | Jack Merullo, Luke Yeh, Abram Handler, Alvin Grissom II, Brendan O'Connor, Mohit Iyyer |