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fast align is a simple, fast, and effi- cient approach for word alignment based on the IBM model 2. fast align per- forms well for language pairs with rel- atively …...

For many low-resource languages, spoken lan- guage resources are more likely to be an- notated with translations than with transcrip- tions. Translated speech data is potentially valuable for documenting endangered …...

We present a simple neural network for word alignment that builds source and tar- get word window representations to com- pute alignment scores for sentence pairs. To enable unsupervised training, …...

AbstractDespite their original goal to jointly learn to align and translate, Neural Machine Translation (NMT) models, especially Transformer, are often perceived as not learning interpretable word alignments. In this paper, …...

AbstractNatural language understanding (NLU) in the context of goal-oriented dialog systems typically includes intent classification and slot labeling tasks. Existing methods to expand an NLU system to new languages use …...