Jack Merullo

According to our database, Jack Merullo authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources.

Apoorv Khandelwal, Tian Yun, Nihal V. Nayak, Jack Merullo, Stephen H. Bach, Chen Sun, Ellie Pavlick

CoRR, 2024

Talking Heads: Understanding Inter-layer Communication in Transformer Language Models.

Jack Merullo, Carsten Eickhoff, Ellie Pavlick

CoRR, 2024

Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting.

Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick

CoRR, 2024

Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks.

Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick

CoRR, 2024

Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.

Catherine Chen, Jack Merullo, Carsten Eickhoff

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Language Models Implement Simple Word2Vec-style Vector Arithmetic.

Jack Merullo, Carsten Eickhoff, Ellie Pavlick

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Circuit Component Reuse Across Tasks in Transformer Language Models.

Jack Merullo, Carsten Eickhoff, Ellie Pavlick

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Linearly Mapping from Image to Text Space.

Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Characterizing Mechanisms for Factual Recall in Language Models.

Qinan Yu, Jack Merullo, Ellie Pavlick

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.

Martha Lewis, Qinan Yu, Jack Merullo, Ellie Pavlick

CoRR, 2022

Pretraining on Interactions for Learning Grounded Affordance Representations.

Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick

Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022

ACQuA: Anomaly Classification with Quasi-Attractors.

William Rudman, Jack Merullo, Laura Mercurio, Carsten Eickhoff

Proceedings of the Computing in Cardiology, 2022

2019

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019