Do you stare at a math word problem and feel completely stuck? You're not alone. These problems mix reading comprehension with complex math concepts, making them a common hurdle for students. The good ...
Abstract: Following the success of Large Language Models (LLMs) in language tasks, LLMs have been adapted for reasoning in math word problems (MWPs). MWP is a complex task that requires both semantic ...
Mathematics has always been one of the most challenging subjects for students of all ages. From simple arithmetic to complex calculus, many learners struggle to understand formulas, equations, and ...
GSM8K-V is a purely visual multi-image mathematical reasoning benchmark that systematically maps each GSM8K math word problem into its visual counterpart to enable a clean, within-item comparison ...
Segue Institute for Learning teacher Cassandra Santiago introduces a lesson on word problems to her first graders one spring afternoon. Credit: Phillip Keith for The Hechinger Report The Hechinger ...
Addressing working memory can help students with math difficulty improve word problem-solving skills
A new study from the University of Kansas explores the role of working memory in word problem-solving for students with and without math difficulties. Researchers found that using interventions to ...
Working memory is like a mental chalkboard we use to store temporary information while executing other tasks. Scientists worked with more than 200 elementary students to test their working memory, ...
Abstract: In this paper, we propose a method to enhance the problem-solving capabilities of models for Math Word Problems (MWP) using data augmentation with large language models. We aim to implement ...
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