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A major difficulty in applying word vector embeddings in IR is in devising an effective and efficient strategy for obtaining representations of compound units of text, such as whole documents, (in comparison to the atomic words), for the purpose of indexing and scoring documents.
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A. Neelakantan, J. Shankar, A. Passos, and A. McCallum · 2015
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