Deep Auto Encoder

method ID: deepautoencoder

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Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation

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Publication: TIPSTER (2014)

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In this paper, instead of designing new fea- tures based on intuition, linguistic knowl- edge and domain, we learn some new and effective features using the deep auto- encoder (DAE) …...

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Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder

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In this paper we use a deep auto-encoder for extractive query-based summarization. We experiment with different input repre- sentations in order to overcome the prob- lems stemming from sparse inputs …...

28559