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What is Dynamic Pooling for Paraphrase Detection about?

This document describes a new method for paraphrase detection using recursive autoencoders (RAEs). RAEs learn feature representations for each node in a parse tree that can reconstruct the word vectors below that node. A similarity matrix compares features between sentences, and a dynamic pooling layer produces a fixed-size representation for classification. The method outperforms other state-of-the-art approaches on a paraphrase detection task.

Author

savisu

Language

EN