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Computational approaches to lexical semantic change: Visualization systems and novel applications ...
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Survey of computational approaches to lexical semantic change detection ...
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Survey of computational approaches to lexical semantic change detection ...
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Computational approaches to lexical semantic change: Visualization systems and novel applications ...
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Survey of Computational Approaches to Lexical Semantic Change ...
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Integrating corpora of computer-mediated communication into the language resources landscape: Initiatives and best practices from French, German, Italian and Slovenian projects
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DNB Subject Category Language
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Candidate sentence selection for language learning exercises: from a comprehensive framework to an empirical evaluation ...
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Abstract:
We present a framework and its implementation relying on Natural Language Processing methods, which aims at the identification of exercise item candidates from corpora. The hybrid system combining heuristics and machine learning methods includes a number of relevant selection criteria. We focus on two fundamental aspects: linguistic complexity and the dependence of the extracted sentences on their original context. Previous work on exercise generation addressed these two criteria only to a limited extent, and a refined overall candidate sentence selection framework appears also to be lacking. In addition to a detailed description of the system, we present the results of an empirical evaluation conducted with language teachers and learners which indicate the usefulness of the system for educational purposes. We have integrated our system into a freely available online learning platform. ... : To appear in Traitement Automatique des Langues (TAL) Journal, Special issue on NLP for Learning and Teaching ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1706.03530 https://arxiv.org/abs/1706.03530
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