When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. In October 2024, news broke that Facebook parent company Meta had cracked an "impossible" problem ...

While math word problems are widely used in classrooms at all grade levels to help put numbers, operations, and equations into context and connect math to the real world, they also increase the ...

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 ...

When engineers build AI language models like GPT-5 from training data, at least two major processing features emerge: memorization (reciting exact text they’ve seen before, like famous quotes or ...

A math word problem is a narrative with a specific topic that provides clues to the correct equation with numerical quantities and variables therein. In this paper, we focus on the task of generating ...

Google DeepMind announced on 21 July that its software had cracked a set of maths problems at the level of the world’s top secondary-school students, achieving a gold-medal score on questions from the ...

What if the secrets to the universe’s most perplexing mathematical riddles were no longer locked away, but instead cracked open by an artificial mind? In a new development, OpenAI’s o3-mini model has ...

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 ...

The content in parentheses next to the model's name represents reasoning effort and the max tokens, respectively, with the default value for max tokens being 10K. This section evaluates models in a ...

Word problems try and tell students a story about the math problem in front of them. They are a useful way to connect abstract numbers to concrete situations, so students can learn early on to apply ...

Xiaomi Corp. today released MiMo-7B, a new family of reasoning models that it claims can outperform OpenAI’s o1-mini at some tasks. The algorithm series is available under an open-source license. Its ...