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