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OpenAI 发布无监督语言理解系统,刷新多项任务记录

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这是 GPT 系列的开山之作,奠定了无监督预训练+微调的范式,做 NLP 的同学必须了解其设计思路。

We’ve obtained state-of-the-art results on a suite of diverse language tasks with a scalable, task-agnostic system, which we’re also releasing. Our approach is a combination of two existing ideas: transformers and unsupervised pre-training. These results provide a convincing example that pairing supervised learning methods with unsupervised pre-training works very well; this is an idea that many have explored in the past, and we hope our result motivates further research into applying this idea on larger and more diverse datasets.

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