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Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective

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Luis Lamb: "Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective": updated, #IJCAI2020 https://arxiv.org/pdf/2003.00330.pdf w/@AvilaGarcez @marceloprates_ @vardi @Melleo54Sis Avelar, drawing inspiration from many: @GaryMarcus @kahneman_daniel E. Davis et al #neuralsymbolic #AI https://t.co/gXiKBR55dV

1 replies, 106 likes


Luis Lamb: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective: L. Lamb, A. Garcez, M. Gori, M. Prates, P. Avelar, M. Vardi https://arxiv.org/abs/2003.00330 @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ #neuralsymboliccomputing #thinkingfastandslow #AIDebate @GaryMarcus

0 replies, 66 likes


Luis Lamb: We will keep updating our paper per suggestions. Graph Neural Networks Meet Neural-Symbolic Computing: Lamb, Garcez, Gori, Prates, Avelar, Vardi https://arxiv.org/abs/2003.00330 @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ #neuralsymboliccomputing #AIDebate @GaryMarcus @thomaskipf

1 replies, 49 likes


Luis Lamb: "Graph Neural Networks Meet Neural-Symbolic Computing:A Survey and Perspective" w/@AvilaGarcez @marceloprates_ @vardi @Melleo54Sis will appear at @IJCAIconf IJCAI2020. It summarises our current research; inspired by #AIDebate @ceobillionaire @GaryMarcus https://arxiv.org/abs/2003.00330 https://t.co/IbuVysTpa6

0 replies, 41 likes


Luis Lamb: Updated version of “Graph Neural Networks Meet Neural-Symbolic Computing” @AvilaGarcez @vardi @Melleo54Sis @marceloprates_ @jeublanc @thomaskipf @GaryMarcus @frossi_t https://arxiv.org/pdf/2003.00330.pdf @erichorvitz https://t.co/fF6mWe5sJP

1 replies, 32 likes


marcelo ⚡️ prates 🌱: If you're interested both by #DeepLearning and Symbolic #AI, this paper is for you 👇 Check out our new paper (w/ @luislamb,@vardi,@Melleo54Sis,@AvilaGarcez and P. Avelar) on Graph Neural Nets and Neural-Symbolic integration #AIDebate #GNN @GaryMarcus https://arxiv.org/abs/2003.00330 https://t.co/f8V40WKaro

0 replies, 31 likes


Luis Lamb: State-of-The-Art: GNNs meet Neural-Symbolic Computing https://arxiv.org/abs/2003.00330 w/@vardi @AvilaGarcez @Melleo54Sis @marceloprates_ in the light of @GaryMarcus 's The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence https://arxiv.org/abs/2002.06177 https://t.co/v1vQ1QTLM2

0 replies, 30 likes


Luis Lamb: Deep Learning, GNNs meet Neural-Symbolic Computing #aidebate #AI #thinkingfastandslow #AAAI2020debate #neurosymbolic #neurosymboliccomputing

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arXiv CS-CL: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective http://arxiv.org/abs/2003.00330

0 replies, 20 likes


MONTREAL.AI: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective Luis Lamb et al.: https://arxiv.org/abs/2003.00330 #aidebate #thinkingfastandslow #AAAI2020debate #neurosymbolic #neurosymboliccomputing https://t.co/CB0dUc5VWx

1 replies, 18 likes


Artur d'Avila Garcez: To appear at IJCAI 2020:

0 replies, 11 likes


Luis Lamb: This is really great; please have a look at the works of many eg @AvilaGarcez @pascalhitzler @GaryMarcus @jeublanc and the surveys, papers and books published in the last few years: https://arxiv.org/abs/2003.00330 https://arxiv.org/abs/1711.03902 https://www.aaai.org/ocs/index.php/SSS/SSS15/paper/view/10281 https://t.co/hLXVQksDxh

0 replies, 9 likes


ALife Papers: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective "In this paper, we review the state-of-the-art on the use of GNNs as a model of neural-symbolic computing." https://arxiv.org/pdf/2003.00330.pdf https://t.co/J4fAdk8UQB

0 replies, 6 likes


arXiv CS-CL: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective http://arxiv.org/abs/2003.00330

0 replies, 5 likes


HotComputerScience: Most popular computer science paper of the day: "Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective" https://hotcomputerscience.com/paper/graph-neural-networks-meet-neural-symbolic-computing-a-survey-and-perspective https://twitter.com/luislamb/status/1235270735540736000

0 replies, 4 likes


Luis Lamb: @Montreal_AI #aidebate @GaryMarcus @marceloprates_ @Melleo54Sis @AvilaGarcez @vardi

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Luis Lamb: @Montreal_AI

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arXiv CS-CL: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective http://arxiv.org/abs/2003.00330

0 replies, 1 likes


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Found on Jun 01 2020 at https://arxiv.org/pdf/2003.00330.pdf

PDF content of a computer science paper: Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective