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Melanie Mitchell

Can Large Language Models generalize analogy solving like people can?

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Nov 04, 2024
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Imagining and building wise machines: The centrality of AI metacognition

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Nov 04, 2024
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Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models

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Feb 14, 2024
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Perspectives on the State and Future of Deep Learning - 2023

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Dec 19, 2023
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Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

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Nov 26, 2023
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The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain

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May 11, 2023
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Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report

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Oct 27, 2022
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Embodied, Situated, and Grounded Intelligence: Implications for AI

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Oct 24, 2022
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Evaluating Understanding on Conceptual Abstraction Benchmarks

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Jun 28, 2022
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Abstraction for Deep Reinforcement Learning

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Feb 18, 2022
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