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Titlebook: Natural Language Processing in Artificial Intelligence—NLPinAI 2020; Roussanka Loukanova Book 2021 The Editor(s) (if applicable) and The A

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Towards Aspect Extraction and Classification for Opinion Mining with Deep Sequence Networks,products, services, etc. We especially focus on novel approaches for aspect phrase extraction and classification trained on feature-rich datasets. Here, we present two new datasets, which we gathered from the linguistically rich domain of physician reviews, as other investigations have mainly concen
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A Novel Approach to Determining the Quality of News Headlines,nline media. Due to this importance, news agencies are putting much effort into producing high-quality news headlines. However, there is no concise definition of headline quality. We consider headlines as high quality if they are attractive to readers, and highly related to the article contents. Whi
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The Semantic Level of Shannon Information: Are Highly Informative Words Good Keywords? A Study on Gs thus a clear correspondence to semantics of natural language, and (ii) that—as a cognitive principle—the information content of words is determined from extra-sentential contexts, i.e., from the discourse of words.
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