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Verb frequency.
The following POS tag frequencies are used as features: Verb frequency Noun frequency Pronoun frequency Adverb frequency Adjective frequency Particle frequency Conjunction frequency Pronoun-to-noun ratio.
Despite showing no effects of verb frequency, and with all the relevant control factors in place, the semantic feature ratings explained a significant proportion of unique variance, though only for the analysis including all verbs.
Even for simpler formulations based solely on verb frequency, the relative scarcity of many of the relevant verbs means that entrenchment will presumably remain unreliable until a very large volume of data has been encountered.
Restricted and alternating verbs all reflected the dominant part of speech and did not differ in verb frequency per million words (P = 0.161) or on relative dominance of verb form to noun form (P = 0.766), based on SUBTLEX-US American English subtitles corpus of word frequencies [Brysbaert & New, 2009 ].
4 Experimental studies have shown that, as predicted, both the rated acceptability and production probability of overgeneralization errors decreases with increasing verb frequency (e.g., Ambridge et al., 2009, 2011, 2012, in press; Brooks, Tomasello, Dodson, & Lewis, 1999; Stefanowitsch, 2008; Theakston, 2004; Wonnacott, Newport, & Tanenhaus, 2008).
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These verbs may also stand independently as a short response clause for a question, as in (iia b), but adverbial verbs (like frequency verbs) cannot, as in (iiia b).
With decreasing verb-frequency, the fraction of wrong assignments per window slowly increases reaching ∼32% for the verb-candidates 4900 4950.
Table 9 lists the nominalizations of the top-10 verbs, ordered by frequency of the corresponding verb in the PennBioIE corpus as a whole, and gives the counts of each nominalization in the corpus as a whole, in the CYP450 section of the corpus, and in the Oncology section of the corpus.
Lexical verbs consist of high-order evaluatives, cognition verbs5, utterance verbs, tough/middle predicates, control verbs, and causative dynamic verbs; adverbial verbs consist of manner and frequency expressions; and auxiliary verbs include evidential, deontic, and epistemic modals.
We expected a LAN for the regularity contrast for low frequency verbs and, if rules are activated for high frequency verbs as well, also for high frequency verbs.
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