Neuro-symbolic AI (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Neuro-symbolic AI" in English language version.

refsWebsite

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8arxiv.org

69^th place

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6doi.org

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2virtualchair.net

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2worldcat.org

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1worldaicannes.com

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1youtube.com

9^th place

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1wsj.com

79^th place

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1ibm.com

1,131^st place

850^th place

1semcs.net

low place

1semanticscholar.org

11^th place

8^th place

1aclanthology.org

low place

1acm.org

1,185^th place

840^th place

1ksu.edu

low place

1thenewstack.io

low place

8,400^th place

1franz.com

low place

1datanami.com

low place

1uspto.gov

1,459^th place

991^st place

aclanthology.org (Global: low place; English: low place)

Rocktäschel, Tim; Riedel, Sebastian (2016). "Learning Knowledge Base Inference with Neural Theorem Provers". Proceedings of the 5th Workshop on Automated Knowledge Base Construction. San Diego, CA: Association for Computational Linguistics. pp. 45–50. doi:10.18653/v1/W16-1309. Retrieved 2022-08-06.

acm.org (Global: 1,185^th place; English: 840^th place)

dl.acm.org

Hochreiter, Sepp (April 2022). "Toward a broad AI". Communications of the ACM. 65 (4): 56–57. doi:10.1145/3512715. ISSN 0001-0782.

arxiv.org (Global: 69^th place; English: 59^th place)

Marcus 2020, p. 44. Marcus, Gary (2020). "The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence". arXiv:2002.06177 [cs.AI].
Mao et al. 2019. Mao, Jiayuan; Gan, Chuang; Kohli, Pushmeet; Tenenbaum, Joshua B.; Wu, Jiajun (2019). "The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision". arXiv:1904.12584 [cs.CV].
Serafini, Luciano; Garcez, Artur d'Avila (2016). "Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge". arXiv:1606.04422 [cs.AI].
Bader & Hitzler 2005. Bader, Sebastian; Hitzler, Pascal (2005-11-10). "Dimensions of Neural-symbolic Integration – A Structured Survey". arXiv:cs/0511042.
Marcus 2020, p. 50. Marcus, Gary (2020). "The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence". arXiv:2002.06177 [cs.AI].
Marcus 2020, p. 48. Marcus, Gary (2020). "The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence". arXiv:2002.06177 [cs.AI].
Garcez & Lamb 2020, p. 2. Garcez, Artur d'Avila; Lamb, Luis C. (2020). "Neurosymbolic AI: The 3rd Wave". arXiv:2012.05876 [cs.AI].
Li, Ziyang; Huang, Jiani; Naik, Mayur (2023). "Scallop: A Language for Neurosymbolic Programming". arXiv:2304.04812 [cs.PL].

datanami.com (Global: low place; English: low place)

"Franz Inc. Introduces AllegroGraph Cloud: A Managed Service for Neuro-Symbolic AI Knowledge Graphs". Datanami. Retrieved 2024-06-13.

doi.org (Global: 2^nd place; English: 2^nd place)

Valiant 2008. Valiant, Leslie G (2008). "Knowledge Infusion: In Pursuit of Robustness in Artificial Intelligence". IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science. Leibniz International Proceedings in Informatics (LIPIcs). 2: 415–422. doi:10.4230/LIPIcs.FSTTCS.2008.1770. ISBN 978-3-939897-08-8.
Sun 1995. Sun, Ron (1995). "Robust reasoning: Integrating rule-based and similarity-based reasoning". Artificial Intelligence. 75 (2): 241–296. doi:10.1016/0004-3702(94)00028-Y.
Sarker, Md Kamruzzaman; Zhou, Lu; Eberhart, Aaron; Hitzler, Pascal (2021). "Neuro-symbolic artificial intelligence: Current trends". AI Communications. 34 (3): 197–209. doi:10.3233/AIC-210084. S2CID 239199144.
Rocktäschel, Tim; Riedel, Sebastian (2016). "Learning Knowledge Base Inference with Neural Theorem Provers". Proceedings of the 5th Workshop on Automated Knowledge Base Construction. San Diego, CA: Association for Computational Linguistics. pp. 45–50. doi:10.18653/v1/W16-1309. Retrieved 2022-08-06.
Hochreiter, Sepp (April 2022). "Toward a broad AI". Communications of the ACM. 65 (4): 56–57. doi:10.1145/3512715. ISSN 0001-0782.
Honavar 1995. Honavar, Vasant (1995). Symbolic Artificial Intelligence and Numeric Artificial Neural Networks: Towards a Resolution of the Dichotomy. The Springer International Series In Engineering and Computer Science. Springer US. pp. 351–388. doi:10.1007/978-0-585-29599-2_11.

franz.com (Global: low place; English: low place)

"Neuro-Symbolic AI and Large Language Models Introduction | AllegroGraph 8.1.1". franz.com. Retrieved 2024-06-13.

ibm.com (Global: 1,131^st place; English: 850^th place)

research.ibm.com

"Disentangling visual attributes with neuro-vector-symbolic architectures, in-memory computing, and device noise". IBM Research. 2021-02-09. Retrieved 2024-10-20.

ksu.edu (Global: low place; English: low place)

people.cs.ksu.edu

"Neuro-Symbolic Artificial Intelligence". people.cs.ksu.edu. Retrieved 2023-09-11.

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Sarker, Md Kamruzzaman; Zhou, Lu; Eberhart, Aaron; Hitzler, Pascal (2021). "Neuro-symbolic artificial intelligence: Current trends". AI Communications. 34 (3): 197–209. doi:10.3233/AIC-210084. S2CID 239199144.

semcs.net (Global: low place; English: low place)

ip.ios.semcs.net

Sarker, Md Kamruzzaman; Zhou, Lu; Eberhart, Aaron; Hitzler, Pascal (2021). "Neuro-symbolic artificial intelligence: Current trends". AI Communications. 34 (3): 197–209. doi:10.3233/AIC-210084. S2CID 239199144.

thenewstack.io (Global: low place; English: 8,400^th place)

Harper, Jelani (2023-12-29). "AllegroGraph 8.0 Incorporates Neuro-Symbolic AI, a Pathway to AGI". The New Stack. Retrieved 2024-06-13.

uspto.gov (Global: 1,459^th place; English: 991^st place)

assignment.uspto.gov

"Model Induction Method for Explainable AI". USPTO. 2021-05-06.

virtualchair.net (Global: low place; English: low place)

aaai-2022.virtualchair.net

Rossi 2022. Rossi, Francesca (2022-07-06). "AAAI2022: Thinking Fast and Slow in AI (AAAI 2022 Invited Talk)". Retrieved 2022-07-06.
Selman 2022. Selman, Bart (2022-07-06). "AAAI2022: Presidential Address: The State of AI". Retrieved 2022-07-06.

worldaicannes.com (Global: low place; English: low place)

Dalli 2025. Dalli, Angelo (2025-02-13). "WAICF2025: Why neurosymbolic AI is the future of trustworthy AI (WAICF 2025 Keynote)". Retrieved 2025-03-06.

worldcat.org (Global: 5^th place; English: 5^th place)

search.worldcat.org

Rosenbush, Steven (2025-08-12). "Meet Neurosymbolic AI, Amazon's Method for Enhancing Neural Networks". Wall Street Journal. ISSN 0099-9660. Retrieved 2025-08-16.
Hochreiter, Sepp (April 2022). "Toward a broad AI". Communications of the ACM. 65 (4): 56–57. doi:10.1145/3512715. ISSN 0001-0782.

wsj.com (Global: 79^th place; English: 65^th place)

Rosenbush, Steven (2025-08-12). "Meet Neurosymbolic AI, Amazon's Method for Enhancing Neural Networks". Wall Street Journal. ISSN 0099-9660. Retrieved 2025-08-16.

youtube.com (Global: 9^th place; English: 13^th place)

Kautz 2020. Kautz, Henry (2020-02-11). The Third AI Summer, Henry Kautz, AAAI 2020 Robert S. Engelmore Memorial Award Lecture. Retrieved 2022-07-06.

Neuro-symbolic AI (English Wikipedia)

aclanthology.org (Global: low place; English: low place)

acm.org (Global: 1,185th place; English: 840th place)

dl.acm.org

arxiv.org (Global: 69th place; English: 59th place)

datanami.com (Global: low place; English: low place)

doi.org (Global: 2nd place; English: 2nd place)

franz.com (Global: low place; English: low place)

ibm.com (Global: 1,131st place; English: 850th place)

research.ibm.com

ksu.edu (Global: low place; English: low place)

people.cs.ksu.edu

semanticscholar.org (Global: 11th place; English: 8th place)

api.semanticscholar.org

semcs.net (Global: low place; English: low place)

ip.ios.semcs.net

thenewstack.io (Global: low place; English: 8,400th place)

uspto.gov (Global: 1,459th place; English: 991st place)

assignment.uspto.gov

virtualchair.net (Global: low place; English: low place)

aaai-2022.virtualchair.net

worldaicannes.com (Global: low place; English: low place)

worldcat.org (Global: 5th place; English: 5th place)

search.worldcat.org

wsj.com (Global: 79th place; English: 65th place)

youtube.com (Global: 9th place; English: 13th place)

acm.org (Global: 1,185^th place; English: 840^th place)

arxiv.org (Global: 69^th place; English: 59^th place)

doi.org (Global: 2^nd place; English: 2^nd place)

ibm.com (Global: 1,131^st place; English: 850^th place)

semanticscholar.org (Global: 11^th place; English: 8^th place)

thenewstack.io (Global: low place; English: 8,400^th place)

uspto.gov (Global: 1,459^th place; English: 991^st place)

worldcat.org (Global: 5^th place; English: 5^th place)

wsj.com (Global: 79^th place; English: 65^th place)

youtube.com (Global: 9^th place; English: 13^th place)