Evaluating how well large language models (LLMs) retrieve critical facts and perform reasoning over long documents remains a major challenge…
Complex Reasoning
Search-o1: Boost Large Reasoning Models with On-Demand Knowledge Retrieval for Complex Problem Solving 1119
Large reasoning models (LRMs)—such as OpenAI’s o1—excel at multi-step logical reasoning, especially in science, math, and code-related tasks. But they…