GSM-symbolic: Understanding the limitations of mathematical reasoning in large language models
Recent advances in large language models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K ...
Tag: mathematical
A turning point for mathematical fluency
Earth City, MO. — ORIGO Educationa leading provider of primary mathematics solutions for preschool through sixth grade, is pleased to ...
From Computing to Understanding: Metacognitive Perspectives for Mathematical Problem Solving Based on the Master of Laws
Large linguistic models (LLMs) have demonstrated remarkable reasoning capabilities across a number of domains. But do they also possess metacognitive ...
InfinityMath: A scalable instruction-tuning dataset for programmatic mathematical reasoning
A key factor for ai research in mathematical reasoning is that it can further increase models' understanding and problem-solving capabilities ...
From diagrams to solutions: MAVIS' three-stage framework for mathematical AI
Large language models (LLMs) and their multimodal counterparts (MLLMs) have made significant strides in advancing artificial general intelligence (AGI) across ...
This AI paper from CMU and Google DeepMind studies the role of synthetic data in improving the mathematical reasoning abilities of LLM students
Large language models (LLMs) face a critical challenge in their training process: the looming shortage of high-quality Internet data. Predictions ...
Harmonics of learning: a mathematical theory for the emergence of Fourier features in learning systems such as neural networks
Artificial neural networks (ANNs) show a notable pattern when trained on natural data, regardless of the exact initialization, data set, ...
Unleashing the future of mathematics with AI: meet InternLM-Math, the innovative language model for advanced mathematical reasoning and problem solving
The integration of artificial intelligence into mathematical reasoning marks a fundamental advance in our quest to understand and use the ...
Deciphering the Language of Mathematics: DeepSeekMath's Advance in AI-Powered Mathematical Reasoning
Mathematical reasoning in artificial intelligence represents a frontier that has long challenged researchers and developers. While effective for specific tasks, ...
Researchers from UCLA, University of Washington, and Microsoft present MathVista: Assessing Mathematical Reasoning in Visual Contexts with GPT-4v, BARD, and Other Large Multimodal Models
Mathematical reasoning, part of our advanced thinking, reveals the complexities of human intelligence. It involves logical thinking and specialized knowledge, ...
Recommended.
