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Engineering >> 2019, Volume 5, Issue 5 doi: 10.1016/j.eng.2019.08.009

Mathematical Reasoning Challenges Artificial Intelligence

Senior Technology Writer

Available online: 2019-09-11

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References

[ 1 ] Lee TB. How computers got shockingly good at recognizing images [Internet]. Ars Technica; 2018 Dec 18 [cited 2019 Jul 24]. Available from: https:// arstechnica.com/science/2018/12/how-computers-got-shockingly-good-atrecognizing-images/. link1

[ 2 ] Stokel-Walker C. DeepMind AI thrashes human professionals at video game StarCraft II [Internet]. London: New Scientist; 2019 Jan 24 [cited 2019 Jul 24]. Available from: https://www.newscientist.com/article/2191910-deepmind-aithrashes-human-professionals-at-video-game-starcraft-ii/. link1

[ 3 ] Joshi P. A must-read NLP tutorial on neural machine translation—the technique powering Google Translate [Internet]. Medium; 2019 Jan 31 [cited 2019 Jul 24]. Available from: https://medium.com/analytics-vidhya/a-must-readnlp-tutorial-on-neural-machine-translation-the-technique-powering-googletranslate-c5c8d97d7587. link1

[ 4 ] Wang X, Takaki S, Yamagishi J. Neural source-filter-based waveform model for statistical parametric speech synthesis. In: Proceedings of 2019 IEEE International Conference on Acoustics, Speech and Signal Processing; 2019 May 12–17; Brighton, UK. Piscataway: IEEE; 2019. p. 5916–20. link1

[ 5 ] Saxton D, Grefenstette E, Hill F, Kohli P. Analysing mathematical reasoning abilities of neural models. 2019. arXiv:1904.01557.

[ 6 ] Tian R. DeepMind AI flunks high school math test [Internet]. Medium; 2019 Apr 5 [cited 2019 Jul 24]. Available from: https://medium.com/syncedreview/ deepmind-ai-flunks-high-school-math-test-2e32635c0e2d. link1

[ 7 ] Nellis S. Microsoft to invest $1 billion in OpenAI [Internet]. London: Reuters; 2019 Jul 22 [cited 2019 Jul 24]. Available from: https://www.reuters.com/article/ us-microsoft-openai/microsoft-to-invest-1-billion-in-openai-idUSKCN1UH1H9. link1

[ 8 ] Kaiser L, Sutskever I. Neural GPUs learn algorithms. 2015. arXiv:1511.08228.

[ 9 ] Zaremba W, Sutskever I. Learning to execute. 2014. arXiv:1410.4615.

[10] Euclid [Internet]. Seattle: Allen Institute for Artificial Intelligence; [cited 2019 Jul 24]. Available from: http://allenai.org/euclid/. link1

[11] Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, et al. Attention is all you need. In: Proceedings of the 31st Conference on Neural Information Processing Systems; 2017 Dec 4–9; Long Beach, CA, USA. p. 5998–6008. link1

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