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Researcher profile

Katrin Kirchhoff

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Context Models for OOV Word Translation in Low-Resource Languages

    2018 · arXiv (Cornell University)

    Out-of-vocabulary word translation is a major problem for the translation of low-resource languages that suffer from a lack of parallel training data. This paper evaluates the contributions of target-language context models towards the translation of …

  2. Self-attention Networks for Connectionist Temporal Classification in Speech Recognition

    2019

    The success of self-attention in NLP has led to recent applications in end-to-end encoder-decoder architectures for speech recognition. Separately, connectionist temporal classification (CTC) has matured as an alignment-free, non-autoregressive approach to sequence transduction, either by …