76 citations · 106 across the 17 of their papers we have counts for
3 papers · 1 filter
Improving Both Domain Robustness and Domain Adaptability in Machine Translation
Wen Lai, Jindřich Libovický, Alexander Fraser
We consider two problems of NMT domain adaptation using meta-learning. First, we want to reach domain robustness, i.e., we want to reach high quality on both domains seen in the tr…
Why don't people use character-level machine translation?
Jindřich Libovický, Helmut Schmid, Alexander Fraser
We present a literature and empirical survey that critically assesses the state of the art in character-level modeling for machine translation (MT). Despite evidence in the literat…
Neural String Edit Distance
Jindřich Libovický, Alexander Fraser
We propose the neural string edit distance model for string-pair matching and string transduction based on learnable string edit distance. We modify the original expectation-maximi…