Tag: zero-shot learning

Why Large Language Models Outperform Task-Specific Systems on Many NLP Tasks

Large language models outperform task-specific NLP systems on complex, context-heavy tasks due to their scale, architecture, and ability to generalize. But for simple, domain-specific tasks, traditional models still win on accuracy and efficiency.