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Flipgrid and Second Language Acquisition Using Flipgrid to Promote Speaking Skills for English Language Learners
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In: Master’s Theses and Projects (2020)
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MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities ...
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Abstract:
Abstract: We introduce the MLM (Multiple Languages and Modalities) 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 of the European Union. We demonstrate the value of the resource in developing novel applications in the digital humanities with a motivating use case and specify a benchmark set of tasks to retrieve modalities and locate entities in the dataset. Evaluation of baseline multitask and single-task systems on the full and geo-representative versions of MLM demonstrate the challenges of generalizing ...
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Keyword:
Machine Learning; Multilingual data; Multimodal data; Multitask learning
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URL: https://zenodo.org/record/3885752
https://dx.doi.org/10.5281/zenodo.3885752
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MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities ...
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Evaluating the Impact of Bilingual Lexical Resources on Cross-lingual Sentiment Projection in the Pharmaceutical Domain ...
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Evaluating the Impact of Bilingual Lexical Resources on Cross-lingual Sentiment Projection in the Pharmaceutical Domain ...
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Determining Differences of Granularity between Cross-Dictionary Linked Senses ...
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Determining Differences of Granularity between Cross-Dictionary Linked Senses ...
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Empowering Parents by Arming them with Personalized Student Data
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In: National Youth Advocacy and Resilience Conference (2020)
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Enabling Sustainable Economic Growth in Developing Countries: Targeted Tourism Management in the Caucasus Region
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In: Social Impact Research Experience (SIRE) (2020)
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