Alibaba's LRMs: A New Era for AI Translation
Alibaba's MarcoPolo Team introduces large reasoning models (LRMs) for AI translation, surpassing neural machine translation (NMT) and large language models (LLMs). LRMs act as 'multilingual cognitive agents,' dynamically inferring meaning and context, offering superior performance in stylized and document-level translation, and even multimodal scenarios, though inference efficiency remains a challenge.