Towards General Natural Language Understanding with Probabilistic Worldbuilding

We introduce the Probabilistic Worldbuilding Model (PWM), a new fully symbolic Bayesian model of semantic parsing and reasoning, as a first step in a research program toward more domain-and task-general NLU and AI. Humans create internal mental models of their observations that greatly aid in their...

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Bibliographic Details
Main Authors: Mitchell, T.M (Author), Saparov, A. (Author)
Format: Article
Language:English
Published: MIT Press Journals 2022
Online Access:View Fulltext in Publisher