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Lake, Brenden
7 publications
ICLRW
2025
Circuit Mechanism for Compositional Induction in Transformer
Cheng Tang
,
Brenden Lake
,
Mehrdad Jazayeri
NeurIPS
2025
Do Different Prompting Methods Yield a Common Task Representation in Language Models?
Guy Davidson
,
Todd M. Gureckis
,
Brenden Lake
,
Adina Williams
NeurIPS
2025
SAGE-Eval: Evaluating LLMs for Systematic Generalizations of Safety Facts
Chen Yueh-Han
,
Guy Davidson
,
Brenden Lake
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
NeurIPSW
2024
Limitations in Planning Ability in AlphaZero
Daisy Xinlei Lin
,
Brenden Lake
,
Wei Ji Ma
NeurIPSW
2023
Generating Human-like Goals by Synthesizing Reward-Producing Programs
Guy Davidson
,
Graham Todd
,
Todd Gureckis
,
Julian Togelius
,
Brenden Lake
ICML
2018
Generalization Without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks
Brenden Lake
,
Marco Baroni