Search Results for author: Laura Nguyen

Found 2 papers, 2 papers with code

LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization

2 code implementations26 Jan 2023 Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano

Text Summarization is a popular task and an active area of research for the Natural Language Processing community.

Text Summarization

Skim-Attention: Learning to Focus via Document Layout

1 code implementation Findings (EMNLP) 2021 Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski

Motivated by human reading strategies, this paper presents Skim-Attention, a new attention mechanism that takes advantage of the structure of the document and its layout.

document understanding Language Modelling

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