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I am deeply interested in the relationship between language and general cognition in human minds. How can we express such a broad swath of our thinking in language, from our quotidian intuitions about people and the physical world to our goals, plans, and abstract theories about how the world works? How, in turn, does language drive our downstream thought — how do we update our beliefs from what we are told, or draw on broader cognition to reason about and answer questions? And how do we construct new knowledge in language, from new concepts to entirely new sciences or theories?
My research seeks to answer these questions using empirical human evidence and formal computational tools, including probabilistic models of cognition, program synthesis, and statistical language models. I dream of computational models that coherently integrate evidence from how kids learn language and how adults use it, as well as disparate theories from linguistics, cognitive science, and AI about how we think and make meaning from language. I’m also a writer. I love a heady and intimate sentence, and would like to build models that explain even a sliver of what we get out of ones as rich and unruly as these.
My research seeks to answer these questions using empirical human evidence and formal computational tools, including probabilistic models of cognition, program synthesis, and statistical language models. I dream of computational models that coherently integrate evidence from how kids learn language and how adults use it, as well as disparate theories from linguistics, cognitive science, and AI about how we think and make meaning from language. I’m also a writer. I love a heady and intimate sentence, and would like to build models that explain even a sliver of what we get out of ones as rich and unruly as these.
研究兴趣
论文共 19 篇作者统计合作学者相似作者
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arXiv (Cornell University) (2022)
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Annual Meeting of the Cognitive Science Society (2022)
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user-5f163cde4c775ed682f575fe(2021)
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Kevin Ellis,Catherine Wong,Maxwell Nye,Mathias Sablé-Meyer, Lucas Morales,Luke Hewitt, Luc Cary,Armando Solar-Lezama,Joshua B. Tenenbaum
Artifact Digital Object Group (2021)
CogScino. 43 (2021)
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CogScino. 43 (2021)
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