据了解，这是首个关于 Transformers 的专题课程。 要说在世界大学公开课中哪些属于精品，斯坦福大学的 CS 课程可谓是榜上有名。这所世界名校先后免费公开了众多课程，有关于自然语言理解的、有关于机器学习的等等。 斯坦福大学的 CS 课程可以说是覆盖范围广 ...

迁移学习在NLP中的有效性来自对具有自监督任务的丰富无标记的文本数据进行预训练的模型，例如语言建模或填写缺失的单词。通过预先训练后，可以在较小的标记数据集上微调模型，通常比单独使用标记的数据训练更好的性能。迁移学习被诸如GPT，Bert，XLNet ...

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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Maker of the popular PyTorch-Transformers model library, Hugging Face ...

Traditional NLP models struggled to capture long-range dependencies and contextual relationships in language due to their sequential nature. The transformer architecture introduced a novel attention ...

The goal is sentiment analysis -- accept the text of a movie review (such as, "This movie was a great waste of my time.") and output class 0 (negative review) or class 1 (positive review). This ...

Wei-Shen Wong, Asia Editor, and Anthony Malakian, Editor-in-Chief of WatersTechnology, record a weekly podcast touching on the biggest stories in financial technology. To hear the full interview, ...

Natural language processing (NLP) has been a long-standing dream of computer scientists that dates back to the days of ELIZA and even to the fundamental foundations of computing itself (Turing Test, ...