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Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
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Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
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Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
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Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
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Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
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Detecting Cross-Language Plagiarism using Open Knowledge Graphs ...
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Incorporating Word Sense Disambiguation in Neural Language Models ...
Abstract: We present two supervised (pre-)training methods to incorporate gloss definitions from lexical resources into neural language models (LMs). The training improves our models' performance for Word Sense Disambiguation (WSD) but also benefits general language understanding tasks while adding almost no parameters. We evaluate our techniques with seven different neural LMs and find that XLNet is more suitable for WSD than BERT. Our best-performing methods exceeds state-of-the-art WSD techniques on the SemCor 3.0 dataset by 0.5% F1 and increase BERT's performance on the GLUE benchmark by 1.1% on average. ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2106.07967
https://arxiv.org/abs/2106.07967
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Analyzing Non-Textual Content Elements to Detect Academic Plagiarism
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news-please ...
Hamborg, Felix; Meuschke, Norman; Breitinger, Corinna. - : Humboldt-Universität zu Berlin, 2017
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news-please: A Generic News Crawler and Extractor ...
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news-please: A Generic News Crawler and Extractor ...
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news-please
Hamborg, Felix; Meuschke, Norman; Breitinger, Corinna. - : Humboldt-Universität zu Berlin, 2017
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