Large language models (LLMs) have made remarkable strides in generating coherent, context-aware responses. Yet, when it comes to complex, multi-step…
Structured Reasoning
Attentive Reasoning Queries: Boost LLM Instruction-Following Accuracy in Business-Critical Applications 16725
Large Language Models (LLMs) have demonstrated remarkable capabilities across a wide range of tasks—from answering questions to generating code. However,…
S1: Boost Reasoning Performance with Just 1,000 Examples and Smart Test-Time Scaling 6613
In the rapidly evolving landscape of large language models (LLMs), achieving strong reasoning capabilities often comes at the cost of…