research data . Dataset . 2020

MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities

Armitage, Jason; Kacupaj, Endri; Tahmasebzadeh, Golsa; Swati;
Open Access English
  • Published: 08 Jun 2020
  • Publisher: Zenodo
Abstract
<p><strong>Abstract:</strong></p> <p>We introduce the <strong>MLM (Multiple Languages and Modalities)</strong> dataset - a new resource to train and evaluate multitask systems on samples in multiple modalities and three languages. The generation process and inclusion of semantic data provide a resource that further tests the ability for multitask systems to learn relationships between entities. The dataset is designed for researchers and developers who build applications that perform multiple tasks on data encountered on the web and in digital archives. The second version of MLM provides a geo-representative subset of the data with weighted samples for countries...
Subjects
free text keywords: Machine Learning, Multitask learning, Multimodal data, Multilingual data
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Zenodo
Dataset . 2020
Provider: Datacite
Zenodo
Dataset . 2020
Provider: Datacite
Zenodo
Dataset . 2020
Provider: Datacite
Zenodo
Dataset . 2020
Provider: Datacite
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