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Towards BERT-based Automatic ICD Coding: Limitations and Opportunities


Apr 14, 2021
Damian Pascual, Sandro Luck, Roger Wattenhofer

* Accepted at BioNLP 2021 

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Of Non-Linearity and Commutativity in BERT


Jan 14, 2021
Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer


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Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation


Dec 31, 2020
Damian Pascual, Beni Egressy, Florian Bolli, Roger Wattenhofer

* Preprint. Work in progress 

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Brain2Word: Decoding Brain Activity for Language Generation


Oct 13, 2020
Nicolas Affolter, Beni Egressy, Damian Pascual, Roger Wattenhofer


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Medley2K: A Dataset of Medley Transitions


Aug 25, 2020
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer

* MML 2020 - 13th Int. Workshop on Machine Learning and Music at ECML-PKDD 2020 

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Telling BERT's full story: from Local Attention to Global Aggregation


Apr 10, 2020
Damian Pascual, Gino Brunner, Roger Wattenhofer

* Preprint. Work in progress 

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Synthetic Epileptic Brain Activities Using Generative Adversarial Networks


Jul 22, 2019
Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer


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