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Researcher profile

Sarguna Janani Padmanabhan

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. XNMT: The eXtensible Neural Machine Translation Toolkit

    2018 · arXiv (Cornell University)

    This paper describes XNMT, the eXtensible Neural Machine Translation toolkit. XNMT distin- guishes itself from other open-source NMT toolkits by its focus on modular code design, with the purpose of enabling fast iteration in research …

  2. When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation?

    2018 · arXiv (Cornell University)

    The performance of Neural Machine Translation (NMT) systems often suffers in low-resource scenarios where sufficiently large-scale parallel corpora cannot be obtained. Pre-trained word embeddings have proven to be invaluable for improving performance in natural language …