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(Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2017)
Recent studies have shown that word embedding models can be used to trace time-related (diachronic) semantic shifts for particular words. In this paper, we evaluate some of these approaches on the new task of predicting ...
(Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2017)
This paper describes the process of automatically adding synsets and hypernymy relations to an existing wordnet based on word embeddings computed for POStagged lemmas in a large news corpus, achieving exact match attachment ...
(Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2017)
This paper investigates interactions in parser performance for the two official standards for written Norwegian: Bokmål and Nynorsk. We demonstrate that while applying models across standards yields poor performance, ...
(Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2017)
This paper reports on a suite of experiments that evaluates how the linguistic granularity of part-of-speech tagsets impacts the performance of tagging and syntactic dependency parsing. Our results show that parsing accuracy ...
(Chapter / Bokkapittel / PublishedVersion; Peer reviewed, 2017)
This paper deals with using word embedding models to trace the temporal dynamics of semantic relations between pairs of words. The set-up is similar to the well-known analogies task, but expanded with a time dimension. To ...