MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning - Summary
The paper discusses the limitations of large language models (LMs) and proposes a neuro-symbolic architecture called the Modular Reasoning, Knowledge and Language (MRKL) system that combines LMs with external knowledge sources and discrete reasoning modules to overcome these limitations.