Sentence examples for word instance from inspiring English sources

Word (WRD): the final feature used was the word instance itself.

After applying the learning model, we scored each word instance and ranked all of the word instances of each article in descending order of their scores.

The value of this feature is 'is-an-abbreviation' if the word instance in our dataset is matched exactly to a term from that abbreviation list or 'is-not-an-abbreviation' otherwise.

To deduce context and be able to use supervised machine learning methods to predict click-words, we represented each word instance by a set of features, determined by both our own studies and prior observations in the literature.

The database comprises 221 writers contributing a total of more than 1700 forms with 13,049 labeled text lines and 86,272 word instances from a dictionary of 11,059 words.

For constructing a word language model we used the lyrics text of 4470 songs, containing over 1.2 million word instances, retrieved from http://www.azlyrics.com/.com/

For each word i used by each community j we calculated its relative word usage frequency f j ( i ), i.e., the proportion of the total word instances that were word i.

In our model, D documents are generated drawing word instances repeatedly with replacement from a vocabulary of V words.

This suggested that we could not rely on only the word instances themselves as features.

As an alternative criterion for clustering, the CisFinder also uses co-occurrence of word instances in the test sequences.

In the current version of MOST/MOST+, word instances were extended by substituting bases one by one.