no code implementations • 26 Jul 2023 • Renee D. White, Tristan Peng, Pann Sripitak, Alexander Rosenberg Johansen, Michael Snyder
In 2022, there were on average more than 100 clinical trials submitted to ClinicalTrials. gov every day, with each trial having a mean of approximately 1500 words [1].
3 code implementations • ICLR 2020 • Andreas Madsen, Alexander Rosenberg Johansen
We present two new neural network components: the Neural Addition Unit (NAU), which can learn exact addition and subtraction; and the Neural Multiplication Unit (NMU) that can multiply subsets of a vector.
1 code implementation • 26 Nov 2019 • Jeppe Johan Waarkjær Olsen, Peter Ebert Christensen, Martin Hangaard Hansen, Alexander Rosenberg Johansen
to fitting the QM9 dataset, which conforms to the octet rule, and to fitting the ZINC dataset, which contains hypervalent molecules and ions requiring the model to learn a more complex structure rule.
4 code implementations • 4 Oct 2019 • Andreas Madsen, Alexander Rosenberg Johansen
The goal of NALU is to learn perfect extrapolation, which requires learning the exact underlying logic of an unknown arithmetic problem.
no code implementations • WS 2017 • Alexander Rosenberg Johansen, Richard Socher
Many recent advances in deep learning for natural language processing have come at increasing computational cost, but the power of these state-of-the-art models is not needed for every example in a dataset.
1 code implementation • 20 Oct 2016 • Alexander Rosenberg Johansen, Jonas Meinertz Hansen, Elias Khazen Obeid, Casper Kaae Sønderby, Ole Winther
Most existing Neural Machine Translation models use groups of characters or whole words as their unit of input and output.