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The models were created using dependency-based contexts and a strategy for reducing the vector space, which consists of selecting the more informative and relevant word contexts.
Left hemispheric superior temporal activation in word contexts was stronger than that in pseudoword contexts.
A significant interaction demonstrated that source activation latencies, and therefore spatiotemporal patterns, differed between noise, pseudoword, and word contexts.
However, right frontal activation tended to indicate a different distinction, as it was still significant to noise and pseudoword contexts but insignificant for word contexts (cf. Shtyrov et al. 2005).
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He admits he's getting tired of saying the word "context".
Some researchers continue to question whether the advantage due to word context is perceptual.
Furthermore, we extend the analysis of information content by taking into account word context rather than just word frequency.
The distributed bag-of-words model ignores the word context as input, but rather predicts words by randomly selecting samples from a paragraph.
The question set for training the decision trees for state-tying consists of questions on the tonal context, the phonetic context, the syllabic context, the word context, the phrasal context, and the utterance context [28].
During the training, the word (context) embeddings is trained to be able to reconstruct nonzero values in the co-occurrence matrix.
With regard to sustainability, take note of that word "context".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com