1 code implementation • EMNLP (newsum) 2021 • Andreas Marfurt, James Henderson
Abstractive summarization models heavily rely on copy mechanisms, such as the pointer network or attention, to achieve good performance, measured by textual overlap with reference summaries.
no code implementations • 5 Jun 2018 • Erik Holmer, Andreas Marfurt
Our model builds on the variational autoencoder framework to define a generative document model based on next-word prediction.
no code implementations • 2 Jun 2015 • Hastagiri P. Vanchinathan, Andreas Marfurt, Charles-Antoine Robelin, Donald Kossmann, Andreas Krause
Given a budget on the cumulative cost of the selected items, how can we pick a subset of maximal value?