Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts. - Jack Merullo; Luke Yeh; Abram Handler; Alvin Grissom II; Brendan O'Connor 001; Mohit Iyyer (EMNLP/IJCNLP (1), 2019)

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

Pretraining on Interactions for Learning Grounded Affordance Representations. - Jack Merullo; Dylan Ebert; Carsten Eickhoff; Ellie Pavlick (*SEM@NAACL-HLT, 2022)

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. - Martha Lewis; Qinan Yu; Jack Merullo; Ellie Pavlick (CoRR, 2022)

ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. - Ankita Gupta; Marzena Karpinska; Wenlong Zhao 001; Kalpesh Krishna; Jack Merullo; Luke Yeh; Mohit Iyyer; Brendan O'Connor 001 (EACL (Findings), 2023)

Characterizing Mechanisms for Factual Recall in Language Models. - Qinan Yu; Jack Merullo; Ellie Pavlick (EMNLP, 2023)

Linearly Mapping from Image to Text Space. - Jack Merullo; Louis Castricato; Carsten Eickhoff; Ellie Pavlick (ICLR, 2023)

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 (EACL (Findings), 2024)

Circuit Component Reuse Across Tasks in Transformer Language Models. - Jack Merullo; Carsten Eickhoff; Ellie Pavlick (ICLR, 2024)

Language Models Implement Simple Word2Vec-style Vector Arithmetic. - Jack Merullo; Carsten Eickhoff; Ellie Pavlick (NAACL-HLT, 2024)

Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models. - Jack Merullo; Carsten Eickhoff; Ellie Pavlick (NeurIPS, 2024)

Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. - Catherine Chen 001; Jack Merullo; Carsten Eickhoff (SIGIR, 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)

$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources. - Apoorv Khandelwal 001; Tian Yun 001; Nihal V. Nayak; Jack Merullo; Stephen H. Bach; Chen Sun 002; 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 (ICLR, 2025)

On Linear Representations and Pretraining Data Frequency in Language Models. - Jack Merullo; Noah A. Smith; Sarah Wiegreffe; Yanai Elazar (ICLR, 2025)

Transferring Features Across Language Models With Model Stitching. - Alan Chen 008; Jack Merullo; Alessandro Stolfo; Ellie Pavlick (CoRR, 2025)

I Have No Mouth, and I Must Rhyme: Uncovering Internal Phonetic Representations in LLaMA 3.2. - Jack Merullo; Arjun Khurana; Oliver McLaughlin (CoRR, 2025)