Logical Formalizations of Commonsense Reasoning:

A Survey

Ernest Davis davise@cs.nyu.edu

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Department of Computer Science, New York University

251 Mercer St.

New York, NY 10012 USA

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Commonsense Reasoning and Commonsense Knowledge in Artificial Intelligence

Ernest Davis, Dept. of Computer Science, New York University

Gary Marcus, Dept. of Psychology, New York University

Introductory Tutorial:

Commonsense Reasoning for Natural Language Processing

Maarten Sap 1 Vered Shwartz 1;2 Antoine Bosselut 1;2 Yejin Choi 1;2 Dan Roth 3

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1 Paul G. Allen School of Computer Science & Engineering, Seattle, WA, USA

2 Allen Institute for Artificial Intelligence, Seattle, WA, USA

3 Department of Computer and Information Science, University of Pennsylvania

fmsap, vereds, antoineb, yejing @cs.washington.edu, danroth@seas.upenn.edu

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Generated Knowledge Prompting for Commonsense Reasoning

Jiacheng Liu~ Alisa Liu~ Ximing Lu~ Sean Welleck~

PeterWest~ Ronan Le Bras Yejin Choi~ Hannaneh Hajishirzi~

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~Paul G. Allen School of Computer Science & Engineering, University of Washington

Allen Institute for Artificial Intelligence

liujc@cs.washington.edu

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ConceptNet — a practical commonsense reasoning tool-kit

H Liu and P Singh

From Representation to Reasoning: Towards both Evidence and Commonsense

Reasoning for Video Question-Answering

Jiangtong Li1, Li Niu1*, Liqing Zhang1∗

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1 Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence,

Shanghai Jiao Tong University

{keep moving-Lee,ustcnewly,lqzhang}@sjtu.edu.cn

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Introduction: Progress in formal commonsense reasoning

Ernest Davis a, Leora Morgenstern b,∗

a Courant Institute, New York University, New York, NY 10012, USA

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b IBM T.J. Watson Research Center, Hawthorne, NY 10532, USA

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SALKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning

Aaron Chan♣, Jiashu Xu♣, Boyuan Long♣,

Soumya Sanyal♣, Tanishq Gupta♢∗, Xiang Ren♣

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♣University of Southern California, ♢IIT Delhi

{chanaaro, boyuanlo, jiashuxu, soumyasa, xiangren}@usc.edu,

Tanishq.Gupta.mt617@maths.iitd.ac.in

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