Chapter 13 Support Vector Machine | Machine Learning with R

Is Bidirectional Sentence Parsing the Future of Natural Language Processing?

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Bharathi Sridhar Abstract Traditionally, text is analysed unidirectionally: from left to right. But bidirectional parsing is quickly becoming more prevalent in Natural Language Processing (NLP) and deep learning. Deep learning methods often require large amounts of data to extract patterns but in many NLP tasks, labelled data is scarce, so usually, a model is pre-trained […]