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The online lexicon sources has many irrelevant words that are not contributing effectively (Tsai et al. 2013).
We decided to decrease the size of the sentiment lexicon and make it more domain-specific by removing irrelevant words.
In terms of recognition performance, skydivers displayed better recognition of relevant words but poorer recognition of irrelevant words than delayed controls.
Consistent with an attentional narrowing hypothesis, skydivers recalled comparable a comparable number of relevant words as delayed controls, but significantly less irrelevant words.
Such a tokeniser will only be used to preprocess text for a subsequent NER model alleviating the need to recover irrelevant words.
The mistake that people make sometimes is that they try to get too cutesy and put all sorts of irrelevant words in there and then say Why isn't my ad showing? The ad isn't showing because it's not relevant to the consumer's interest.
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It's an archaic, irrelevant word, meant to stigmatise and shame people.
Taken together, and consistent with expectations, the reaction time data indicate that non-native speakers of English, relative to monolingual controls, incur a cost in deciding that a letter string is not a word in English but show a benefit in suppressing the production of an irrelevant word in English Stroop.
The sentences were either semantically, grammatically and syntactically sensible and correct, or rendered incorrect and non-sensical by the insertion of an irrelevant word (e.g. "I often carpet feel like a meaningless object not a person"; bold font for illustration only).
Specifically, in the input module, position embedding is considered to eliminate the influence of sentiment-irrelevant words that close to the target, and skip connection can help to build rich representations over the sentences.
In line with an early role for sensorimotor representations in word comprehension several classic studies have shown that the semantic relatedness of task-irrelevant words embedded in pictures influenced picture naming speed to similar extents in adults and 7 to 8-year-old school children (Ehri, 1976; Rosinski, 1977; Rosinski, Golinkoff, & Kukish, 1975).
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com