387 citations · 901 across the 6 of their papers we have counts for
6 papers
A Review of Winograd Schema Challenge Datasets and Approaches
Vid Kocijan, Thomas Lukasiewicz, Ernest Davis +2
The Winograd Schema Challenge is both a commonsense reasoning and natural language understanding challenge, introduced as an alternative to the Turing test. A Winograd schema is a…
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence
Gary Marcus
Recent research in artificial intelligence and machine learning has largely emphasized general-purpose learning and ever-larger training sets and more and more compute. In contrast…
Innateness, AlphaZero, and Artificial Intelligence
Gary Marcus
The concept of innateness is rarely discussed in the context of artificial intelligence. When it is discussed, or hinted at, it is often the context of trying to reduce the amount…
Deep Learning: A Critical Appraisal
Gary Marcus
Although deep learning has historical roots going back decades, neither the term "deep learning" nor the approach was popular just over five years ago, when the field was reignited…
The Scope and Limits of Simulation in Cognitive Models
Ernest Davis, Gary Marcus
It has been proposed that human physical reasoning consists largely of running "physics engines in the head" in which the future trajectory of the physical system under considerati…
Frequently Asked Questions for: The Atoms of Neural Computation
Gary F. Marcus, Adam H. Marblestone, Thomas L. Dean
Based on a survey of the literature, we attempt to answer Frequently Asked Questions on issues of cortical uniformity vs. non-uniformity, the neural mechanisms of symbolic variable…