Search Results for author: Andreas Marfurt

Found 3 papers, 1 papers with code

Sentence-level Planning for Especially Abstractive Summarization

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.

Abstractive Text Summarization

Explaining Away Syntactic Structure in Semantic Document Representations

no code implementations5 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.

Discovering Valuable Items from Massive Data

no code implementations2 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?

Recommendation Systems

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