Recent Lessons

Show all results for ""

Feature Overview

Ace your exams with our all-in-one platform for creating and sharing quizzes and tests.

Quizzes

Create quizzes and tests automatically from your content using AI.

Flashcards

Automatically turn your notes into digital flashcards.

Share, Export & Embed

Share with classmates or export to Excel and your learning management system.

Stats & Reporting

Auto-grading quizzes and tests with detailed stats and reports.

Mobile Apps

The smarter way to study – wherever you are.

Pricing

Search...

Language Models and Mathematical Problem Solving

5 Questions

0 Views

Language Models and Mathematical Problem Solving

Choose a study mode

Play Quiz

Study Flashcards

Spaced Repetition

Chat to lesson

Podcast

Play an AI-generated podcast conversation about this lesson

Questions and Answers

What type of cognitive abilities are highly desirable for machine learning systems in mathematical problem solving?

Recognizing patterns in complex data

Applying predefined rules to limited data

Memorizing large datasets

Learning new skills and inferring abstract rules from limited data (correct)

What type of models may be able to support advanced cognitive abilities if their training data samples these abilities widely enough?

Traditional statistical models

Large language models with billions of parameters (correct)

Rule-based systems with specific instructions

Small-scale transformers with limited parameters

What game is used in the text to address the limitation of machine learning models to learn truly novel information and exhibit out of distribution generalization?

Crossword puzzles

Chess

Sudoku (correct)

Rubik's Cube

What strategy did human participants learn from a narrow range of training examples that showed strong out of distribution generalization in solving Sudoku?

<p>Hidden Single strategy</p> Signup and view all the answers

What was required for small-scale transformers to generalize the Hidden Single strategy out of distribution?

<p>Continuously interleaving the narrowly sampled Hidden Single examples with examples of component strategies spanning the entire distribution of puzzle instances</p> Signup and view all the answers

Language Models and Mathematical Problem Solving

Choose a study mode

Podcast

Questions and Answers

What type of cognitive abilities are highly desirable for machine learning systems in mathematical problem solving?

What type of models may be able to support advanced cognitive abilities if their training data samples these abilities widely enough?

What game is used in the text to address the limitation of machine learning models to learn truly novel information and exhibit out of distribution generalization?

What strategy did human participants learn from a narrow range of training examples that showed strong out of distribution generalization in solving Sudoku?

What was required for small-scale transformers to generalize the Hidden Single strategy out of distribution?

More Like This

Machine Learning Fundamentals Quiz

Quiz di Machine Learning

Introduction to Machine Learning Quiz

Quiz de Machine Learning e Redes Neurais Artificiais

Upgrade to continue