AI models are starting to crack high-level math problems

“I was curious to establish a baseline for when LLMs are effectively able to solve open math problems compared to where they ...
IEEE

Automatic Math Word Problem Generation With Topic-Expression Co-Attention Mechanism and Reinforcement Learning

Abstract: Taking several topic words and a math expression as input, the aim of math word problem generation is to generate a problem that can be answered by the given expression and related to these ...
GitHub

DSL.Reqnroll is Reqnroll plugin that enables use of dynamic test data in Reqnroll steps by bringing in custom and environment variables, built-in functions, regular expressions ...

Big benefit of the plugin is that authors of Reqnroll tests can maintain coherence and relationship between data points (great in finance), across multiple steps. They can generate data (numbers, ...
IEEE

Algebraic Expressions for Complex Deep Learning Systems Modeling and Analysis

Abstract: Many modern Deep Learning (DL) systems have achieved impressive state-of-the-art results by combining individual sub-systems, including foundation models, to form increasingly more complex ...