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 ...

表格数据一直是深度学习的老大难问题。这些年CV和NLP领域被Transformer统治得服服帖帖，但在真正的业务场景里，面对表格这类的结构化数据，XGBoost这些梯度提升树还是稳坐钓鱼台。 为什么会这样？问题其实很简单。图像的像素排列有空间位置关系 ...

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 ...

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Natural language processing (NLP) has been one of the hottest sectors in AI over the past two years. Will the string of big data breakthroughs continue into 2022? We checked in with industry experts ...