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Textual Variations Affect Human Judgements of Sentiment Values
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CorCenCC: Corpws Cenedlaethol Cymraeg Cyfoes – the National Corpus of Contemporary Welsh ...
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Metaphorical Expressions in Automatic Arabic Sentiment Analysis
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Infrastructure for Semantic Annotation in the Genomics Domain
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El-Haj, Mahmoud; Rutherford, Nathan; Coole, Matthew; Ezeani, Ignatius; Prentice, Sheryl; Ide, Nancy; Knight, Jo; Piao, Scott; Mariani, John; Rayson, Paul; Suderman, Keith. - : European Language Resources Association (ELRA), 2020
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Abstract:
We describe a novel super-infrastructure for biomedical text mining which incorporates an end-to-end pipeline for the collection, annotation, storage, retrieval and analysis of biomedical and life sciences literature, combining NLP and corpus linguistics methods. The infrastructure permits extreme-scale research on the open access PubMed Central archive. It combines an updatable Gene Ontology Semantic Tagger (GOST) for entity identification and semantic markup in the literature, with a NLP pipeline scheduler (Buster) to collect and process the corpus, and a bespoke columnar corpus database (LexiDB) for indexing. The corpus database is distributed to permit fast indexing, and provides a simple web front-end with corpus linguistics methods for sub-corpus comparison and retrieval. GOST is also connected as a service in the Language Application (LAPPS) Grid, in which context it is interoperable with other NLP tools and data in the Grid and can be combined with them in more complex workflows. In a literature based discovery setting, we have created an annotated corpus of 9,776 papers with 5,481,543 words.
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URL: https://eprints.lancs.ac.uk/id/eprint/142283/1/genomics.pdf https://eprints.lancs.ac.uk/id/eprint/142283/2/2020.lrec_1.855.pdf https://eprints.lancs.ac.uk/id/eprint/142283/
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Open Welsh Language Resources for a Corpus Annotation Framework
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Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger
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Creating and validating multilingual semantic representations for six languages:expert versus non-expert crowds
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Towards a Welsh semantic tagger:creating lexicons for a resource poor language
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A time-sensitive historical thesaurus-based semantic tagger for deep semantic annotation
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A time-sensitive historical thesaurus-based semantic tagger for deep semantic annotation
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Lexical Coverage Evaluation of Large-scale Multilingual Semantic Lexicons ...
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Lexical coverage evaluation of large-scale multilingual semantic lexicons for twelve languages
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Lexical coverage evaluation of large-scale multilingual semantic lexicons for twelve languages
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