Search Results for author: David Janiszek

Found 2 papers, 1 papers with code

Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization

no code implementations30 Jul 2020 Paul Tardy, Louis de Seynes, François Hernandez, Vincent Nguyen, David Janiszek, Yannick Estève

In order to build a corpus for this task, it is necessary to obtain the (automatic or manual) transcription of each meeting, and then to segment and align it with the corresponding manual report to produce training examples suitable for training.

Abstractive Text Summarization Denoising +2

Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation

2 code implementations LREC 2020 Paul Tardy, David Janiszek, Yannick Estève, Vincent Nguyen

We report automatic alignment and summarization performances on this corpus and show that automatic alignment is relevant for data annotation since it leads to large improvement of almost +4 on all ROUGE scores on the summarization task.

Meeting Summarization Text Summarization

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