SC
Stephanie Chan
cs.LGcs.AIcs.CLneuroscienceq-bio.NCstat.MLartificial neural networksBayes' rulecognitive sciencecomputational neuroscience
On Valency
published · living versionsW_d5gw9n6e·v1 · currentpublished
Improving Group Deliberation through AI-Guided Self-Reflection
with Haiwen Li, Crystal Qian, Ben Usman, Michiel Bakker +7
1 version
Preprints & journals
25 papers in the corpus · 2011–2026Representation Biases: Variance Is Not Always a Good Proxy for Importance.41807068 · Lampinen, Andrew Kyle, Chan, Stephanie C Y, Li, Yuxuan et al.2026 · 1 citationeNeuro. 2026;13(3)
Just-in-time and distributed task representations in language models2509.04466v3 · Yuxuan Li, Declan Campbell, Stephanie C. Y. Chan et al.2025 · 0 citationsarXiv
Representation biases: will we achieve complete understanding by analyzing representations?2507.22216v2 · Andrew Kyle Lampinen, Stephanie C. Y. Chan, Yuxuan Li et al.2025 · 1 citationarXiv
Relational reasoning and inductive bias in transformers and large language models2506.04289v3 · Jesse Geerts, Andrew Liu, Stephanie Chan et al.2025 · 0 citationsarXiv
An evolutionary perspective on modes of learning in Transformers2505.09855v2 · Alexander Y. Ku, Thomas L. Griffiths, Stephanie C.Y. Chan2025 · 0 citationsarXiv
Strategy Coopetition Explains the Emergence and Transience of In-Context Learning2503.05631v2 · Aaditya K. Singh, Ted Moskovitz, Sara Dragutinovic et al.2025 · 0 citationsarXiv
LearnLM: Improving Gemini for Learning2412.16429v3 · LearnLM Team Google: Abhinit Modi, Aditya Srikanth Veerubhotla, Aliya Rysbek et al.2024 · 4 citationsarXiv
Language models, like humans, show content effects on reasoning tasks.39015546 · Lampinen, Andrew K, Dasgupta, Ishita, Chan, Stephanie C Y et al.2024 · 69 citationsPNAS nexus. 2024;3(7):pgae233
Learned feature representations are biased by complexity, learning order, position, and more2405.05847v3 · Andrew Kyle Lampinen, Stephanie C. Y. Chan, Katherine Hermann2024 · 4 citationsarXiv
Many-Shot In-Context Learning2404.11018v3 · Rishabh Agarwal, Avi Singh, Lei M. Zhang et al.2024 · 34 citationsarXiv
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation2404.07129v1 · Aaditya K. Singh, Ted Moskovitz, Felix Hill et al.2024 · 1 citationarXiv
Scaling Instructable Agents Across Many Simulated Worlds2404.10179v3 · SIMA Team, Maria Abi Raad, Arun Ahuja et al.2024 · 9 citationsarXiv
Transformers generalize differently from information stored in context vs in weights2210.05675v2 · Stephanie C.Y. Chan, Ishita Dasgupta, Junkyung Kim et al.2022 · 11 citationsarXiv
Language models show human-like content effects on reasoning tasks2207.07051v4 · Ishita Dasgupta, Andrew K. Lampinen, Stephanie C. Y. Chan et al.2022 · 50 citationsarXiv
Data Distributional Properties Drive Emergent In-Context Learning in Transformers2205.05055v6 · Stephanie C.Y. Chan, Adam Santoro, Andrew K. Lampinen et al.2022 · 67 citationsarXiv
Can language models learn from explanations in context?2204.02329v4 · Andrew K. Lampinen, Ishita Dasgupta, Stephanie C. Y. Chan et al.2022 · 158 citationsarXiv
Zipfian environments for Reinforcement Learning2203.08222v2 · Stephanie C. Y. Chan, Andrew K. Lampinen, Pierre H. Richemond et al.2022 · 6 citationsarXiv
Tell me why! Explanations support learning relational and causal structure2112.03753v3 · Andrew K. Lampinen, Nicholas A. Roy, Ishita Dasgupta et al.2021 · 14 citationsarXiv
Orbitofrontal cortex and learning predictions of state transitions.34291969 · Chan, Stephanie C Y, Schuck, Nicolas W, Lopatina, Nina et al.2021 · 18 citationsBehavioral neuroscience. 2021;135(4):487-497
Towards mental time travel: a hierarchical memory for reinforcement learning agents2105.14039v3 · Andrew Kyle Lampinen, Stephanie C.Y. Chan, Andrea Banino et al.2021 · 13 citationsAdvances in Neural Information Processing Systems, 2021
Measuring the Reliability of Reinforcement Learning Algorithms1912.05663v2 · Stephanie C.Y. Chan, Samuel Fishman, John Canny et al.2019 · 57 citationsarXiv
Lingering representations of stimuli influence recall organization.28132858 · Chan, Stephanie C Y, Applegate, Marissa C, Morton, Neal W et al.2017 · 27 citationsNeuropsychologia. 2017;97:72-82
Lingering representations of stimulus history at encoding influence recall organization10.1101/068353v1 · Stephanie C.Y. Chan, Marissa C. Applegate, Neal W Morton et al.2016 · 1 citationbioRxiv
A Probability Distribution over Latent Causes, in the Orbitofrontal Cortex.27466328 · Chan, Stephanie C Y, Niv, Yael, Norman, Kenneth A2017 · 95 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2016;36(30):7817-28
On the value of information and other rewards.21878921 · Niv, Yael, Chan, Stephanie2011 · 28 citationsNature neuroscience. 2011;14(9):1095-7
Career total: 26 works. 25 are in this corpus.
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