Towards understanding how transformer perform multi-step reasoning with matching operation
Large language models have consistently struggled with complex reasoning tasks, such as
mathematical problem-solving. Investigating the internal reasoning mechanisms of these …
mathematical problem-solving. Investigating the internal reasoning mechanisms of these …
Quantifying artificial intelligence through algebraic generalization
The rapid development of modern artificial intelligence (AI) systems has created an urgent
need for their scientific quantification. While their fluency across a variety of domains is …
need for their scientific quantification. While their fluency across a variety of domains is …