Towards BERT-based Automatic ICD Coding: Limitations and Opportunities

no code implementations • NAACL (BioNLP) 2021 • Damian Pascual, Sandro Luck, Roger Wattenhofer

Unlike the general trend in language processing, no transformer model has been reported to reach high performance on this task.

Medley2K: A Dataset of Medley Transitions

no code implementations • 25 Aug 2020 • Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer

The automatic generation of medleys, i. e., musical pieces formed by different songs concatenated via smooth transitions, is not well studied in the current literature.

Loss Aversion in Recommender Systems: Utilizing Negative User Preference to Improve Recommendation Quality

no code implementations • 29 Dec 2018 • Bibek Paudel, Sandro Luck, Abraham Bernstein

Negative user preference is an important context that is not sufficiently utilized by many existing recommender systems.

Link Prediction Recommendation Systems