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Josh Tenenbaum

Massachusetts Institute of Technology
Participe à 2 sessions

Josh Tenenbaum is Professor of Computational Cognitive Science in the Department of Brain and Cognitive Sciences at MIT, a principal investigator at MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL), and a thrust leader in the Center for Brains, Minds and Machines (CBMM). His research centers on perception, learning, and common-sense reasoning in humans and machines, with the twin goals of better understanding human intelligence in computational terms and building more human-like intelligence in machines.
 

Talk

From Word Models to World Models: Natural Language to the Probabilistic Language of Thought | June 6

Sessions auxquelles Josh Tenenbaum participe

Jeudi 6 Juin, 2024

Fuseau horaire: (GMT-05:00) Eastern Time (US & Canada)
1:30 PM
1:30 PM EDT - 3:00 PM EDT | 1 heure 30 minutes
Large Language Models & Understanding

How do humans make meaning from language? And how can we build machines that think in more human-like ways? "Rational Meaning Construction" combines neural language models with probabilistic models for rational inference. Linguistic meaning is a context-sensitive mapping from natural language into a probabilistic language of thought (PLoT), a general-purpose symbolic substrate for generative world modelling. Thinking can be modelled with probabilistic programs, an expressive representation fo...

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