Jack Merullo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Query Expansion

Reverse Engineer

Coreference Resolution

Top Venues

EACL (Findings)

Publications

Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick
Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks. CoRR (2024)
Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. EACL (Findings) (2024)
Catherine Chen, Jack Merullo, Carsten Eickhoff
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. CoRR (2024)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models. CoRR (2024)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Language Models Implement Simple Word2Vec-style Vector Arithmetic. NAACL-HLT (2024)
Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting. CoRR (2024)
Catherine Chen, Jack Merullo, Carsten Eickhoff
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. SIGIR (2024)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Circuit Component Reuse Across Tasks in Transformer Language Models. ICLR (2024)
Qinan Yu, Jack Merullo, Ellie Pavlick
Characterizing Mechanisms for Factual Recall in Language Models. EMNLP (2023)
Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo, Luke Yeh, Mohit Iyyer, Brendan O'Connor
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. EACL (Findings) (2023)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Circuit Component Reuse Across Tasks in Transformer Language Models. CoRR (2023)
Qinan Yu, Jack Merullo, Ellie Pavlick
Characterizing Mechanisms for Factual Recall in Language Models. CoRR (2023)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Language Models Implement Simple Word2Vec-style Vector Arithmetic. CoRR (2023)
Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
Linearly Mapping from Image to Text Space. ICLR (2023)
Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
Pretraining on Interactions for Learning Grounded Affordance Representations. CoRR (2022)
Martha Lewis, Qinan Yu, Jack Merullo, Ellie Pavlick
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. CoRR (2022)
William Rudman, Jack Merullo, Laura Mercurio, Carsten Eickhoff
ACQuA: Anomaly Classification with Quasi-Attractors. CinC (2022)
Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
Pretraining on Interactions for Learning Grounded Affordance Representations. *SEM@NAACL-HLT (2022)
Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo, Luke Yeh, Mohit Iyyer, Brendan T. O'Connor
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. CoRR (2022)
Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
Linearly Mapping from Image to Text Space. CoRR (2022)
Jack Merullo, Luke Yeh, Abram Handler, Alvin Grissom II, Brendan O'Connor, Mohit Iyyer
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts. EMNLP/IJCNLP (1) (2019)
Jack Merullo, Luke Yeh, Abram Handler, Alvin Grissom II, Brendan O'Connor, Mohit Iyyer
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts. CoRR (2019)