Language Modelling Lecture 1 Quiz

To handle a single event out of K possibilities (correct)

To model the outcome of multiple events simultaneously

To predict the occurrence of rare words in text data

To estimate probabilities for each word in the vocabulary

Models that estimate word co-occurrence frequencies

Conditional probabilities based on word sequences (correct)

Grammatical errors in the text

A type of Google autocompletion

As the number of unique words in the dataset (correct)

As the total number of words in a document

By the number of documents in the corpus

By the frequency of rare words in the text

<p>Probabilistic modeling</p> Signup and view all the answers

<p>To capture dependencies between word sequences</p> Signup and view all the answers