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A Case Study of Text Analytics in AllenNLP, Google, AWS, Azure and IBM Watson
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Recently, I was introduced to Allen Institute for AI and was impressed by AllenNLP. This Natural Language Processing (NLP) project is an open source deep learning toolkit with a set of pre-trained core models and applications mainly for NLP such as Semantic Role Labeling, Natural Entity Recognition (NER), and Textual Entailment. In this article, I review this solution and compare the performance of its NER model with text analytics APIs in Google Cloud, Amazon AWS, Microsoft Azure and IBM Watson.
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