Artificial Intelligence, Large Language Models, NLP, Machine Learning.
chosen tools: Oftentimes we expect that a given question is able to make use of all three 10-Q statements, but only a subset of them are picked. Erroneous chain-of-thought processing: Sometimes the agent uses tools throughout the CoT process that are irrelevant to the question. In contrast, we find