Francois Chollet
Francois Chollet has 2 papers in our library, in 2016–2018, most of them on Machine translation, Reasoning; often with Aidan N. Gomez, Ashish Vaswani, Christian Szegedy.
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📄 2 works in our library · 🔗 Cited 246 times in our library · ⭐ Paper Stars ranking: #5048
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Machine translation · 1 workReasoning · 1 work
Works by year
2010s
Papers
- Tensor2Tensor for Neural Machine Translation (2018 · 191 citations)
This paper presents Tensor2Tensor (T2T), an open-source TensorFlow library from Google. It aims to make deep learning research, especially neural machine translation, faster to run and easier to reproduce. The authors first trace NMT from recurrent sequence-to-sequence models with attention, through convolutional… - DeepMath - Deep Sequence Models for Premise Selection (2016 · 178 citations)
Automated theorem provers (ATPs) slow down badly when given a very large library of facts. Choosing a small set of useful premises for a new conjecture is therefore a major bottleneck in formalizing mathematics. The authors treat premise selection as a pairwise scoring task. Two separate neural encoders turn a…
Co-authors here
- Aidan N. Gomez
- Ashish Vaswani
- Christian Szegedy
- Eugene Brevdo
- Geoffrey Irving
- Josef Urban
- Llion Jones
- Łukasz Kaiser
- Nal Kalchbrenner
- Niki Parmar
- Noam Shazeer
- Ryan Sepassi
Venues
Cited by
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