Baskaran Sankaran
3 papers in the PaperMetrix corpus
Papers by this author
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Zero-Resource Translation with Multi-Lingual Neural Machine Translation
2016 · arXiv (Cornell University)
In this paper, we propose a novel finetuning algorithm for the recently introduced multi-way, mulitlingual neural machine translate that enables zero-resource machine translation. When used together with novel many-to-one translation strategies, we empirically show that …
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Temporal Attention Model for Neural Machine Translation
2016 · arXiv (Cornell University)
Attention-based Neural Machine Translation (NMT) models suffer from attention deficiency issues as has been observed in recent research. We propose a novel mechanism to address some of these limitations and improve the NMT attention. Specifically, …
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Coverage Embedding Models for Neural Machine Translation
2016
In this paper, we enhance the attention-based neural machine translation (NMT) by adding explicit coverage embedding models to alleviate issues of repeating and dropping translations in NMT. For each source word, our model starts with …