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Campbell, Declan Iain
6 publications
ICML
2025
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
Yukang Yang
,
Declan Iain Campbell
,
Kaixuan Huang
,
Mengdi Wang
,
Jonathan D. Cohen
,
Taylor Whittington Webb
ICLRW
2025
Understanding Task Representations in Neural Networks via Bayesian Ablation
Andrew Joohun Nam
,
Declan Iain Campbell
,
Thomas L. Griffiths
,
Jonathan D. Cohen
,
Sarah-Jane Leslie
ICLRW
2024
Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction
Sreejan Kumar
,
Raja Marjieh
,
Byron Zhang
,
Declan Iain Campbell
,
Michael Y. Hu
,
Umang Bhatt
,
Brenden Lake
,
Thomas L. Griffiths
ICLRW
2024
Context-Sensitive Semantic Reasoning in Large Language Models
Tyler Giallanza
,
Declan Iain Campbell
ICLRW
2024
Human-like Geometric Abstraction in Large Pre-Trained Neural Networks
Declan Iain Campbell
,
Sreejan Kumar
,
Tyler Giallanza
,
Jonathan D. Cohen
,
Thomas L. Griffiths
NeurIPSW
2024
Investigating Same-Different Concept Understanding in Generative Multimodal Models
Sunayana Rane
,
Declan Iain Campbell
,
Thomas L. Griffiths