Sentence examples for topic assignment from inspiring English sources

22 questions were excluded since they were not informative for topic assignment, or there were no available topics to assign.

If there is a mismatch between the officially assigned crime type and the one determined through crime topic assignment, then an alarm might be set for additional review.

We report here on two natural language processing models, namely, automatic topic assignment and keyword identification, that together automatically and effectively extract information needs from ad hoc clinical questions.

Shows the relations between known variables (documents D, number of words (N_{(d)}), and words w), latent variables (multinomial distributions (theta ^{(d)}) and (phi ^{ z)}), and word to topic assignment z), and hyperparameters ((alpha) and (beta)).

The threshold of 0.02 was chosen, because the average number of words per analysed abstract after removal of stop-words was approximately 100 - a topic proportion of 0.02 thus corresponds to two words, which we propose is the absolute minimum for a semantic interpretation of a topic assignment.

Performing the similar process for the remaining questions and the final topic assignment keeps the same as the topic assignment determined by Q2's CUI-set.

Another "strategy is to avoid giving open-ended or generic topic assignments.

The number of topics T and the priors α and β are the only required input parameter for LDA, but they have a significant impact on the resulting topic assignments.

({varvec{z}}^{left( -m,nright) },)represents all the topic assignments other than (z_{m,n}); (n_{m,k}^{left( -m,nright) },)represents the number of words (excluding the nth word) in the mth review comment that have been assigned to the kth topic.

For each of the concepts in the document a topic is uniformly drawn based on the topic assignments for each word in the document; each concept is sampled from a multinomial distribution over concepts specific to the sampled topic.

This book is used weekly during the therapy sessions for information about the topic, assignments, and drawings and in between sessions for homework.