Language Models - AI

Language Models - AI

University

12 Qs

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Language Models - AI

Language Models - AI

Assessment

Quiz

Computers

University

Practice Problem

Hard

Created by

Eben Sophia Paul

Used 7+ times

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12 questions

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1.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

What are the primary limitations of language models?

Lack of data

Complexity and variability of natural languages

Insufficient computational power

Lack of user input

2.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

What do language models provide for natural language tasks?

Exact predictions

Probabilistic predictions

Definitive answers

Fixed rules

3.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

The "bag-of-words" model treats a sentence as:

A collection of individual words with context

A sequence of words based on their order

A grammatical structure

A complex semantic unit

4.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

What type of language model is used for tasks like text classification?

Bag-of-words model

Character-level model

Word representation model

5.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

In the bag-of-words model, how does it handle the order and context of words in a sentence?

It captures both order and context effectively.

It ignores the order and context of words.

It assigns a fixed context to every word.

It rearranges the words for better analysis

6.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

The bag-of-words model can be effective for:

Identifying the order of words in a sentence

Categorizing sentences into topics

Capturing word interactions

Parsing grammatical structures

7.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

What is the primary limitation of the bag-of-words model?

Inability to assign probabilities to categories

Inability to handle individual words

Inability to recognize the importance of word sequences

Inability to capture complex grammatical structures

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