Identification and Resolution of Entity Mentions in Text
Cristina Nicolae
Broschiertes Buch

Identification and Resolution of Entity Mentions in Text

A Novel Pipelined Approach

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Detecting the entities mentioned in a text is a very important part of understanding that text. Entities represent the main concepts of the discourse, what the document "is all about". Without knowing these, the text is just a succession of words. The task of detecting entities has applications in many natural language processing domains, like machine translation, summarization, information retrieval and question answering, in all of which a thorough understanding of the conceptual structure of discourse is vital. This book proposes a novel method for detecting entities and their mentions in n...