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High-Level Text Preprocessing for Semantic Similarity Analysis of Discursive Texts: A Framework and Empirical Demonstration

Albayrakoglu, Mehmet Murat et al.
arXiv (All) · Papers
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computation-and-languageinformation-retrievalmachine-learning
Semantic Textual Similarity (STS) methods assume that a document's lexical content faithfully represents what it asserts. This assumption fails for discursive documents that discuss, compare, critique, and contextualize other positions in the process of articulating their own. The result is semantic
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