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ID: paralleldocuments
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SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILP
AbstractWe propose a novel method of automatic sentence alignment from noisy parallel documents. We first formalize the sentence alignment problem as the independent predictions of spans in the target document …...
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
AbstractDocument-level neural machine translation (DocNMT) achieves coherent translations by incorporating cross-sentence context. However, for most language pairs there’s a shortage of parallel documents, although parallel sentences are readily available. In …...