The article presents a training approach for Neural Machine Translation (NMT) based on Layer-wise Relevance Propagation (LRP). The approach is applied to Unsupervised and Supervised model training, for translation of…
Continue readingThis academic article discusses a new approach to Document-level Neural Machine Translation (DocNMT). The authors highlight the importance of handling discourse phenomena through document-level context information, but note that the…
Continue readingThe article discusses the importance and challenges of document-level Neural Machine Translation (DocNMT). It points out that while DocNMT is crucial for handling discourse phenomena, it suffers from computational inefficiency…
Continue readingThe article discusses the challenges of machine translation for Arabic dialects on social media. Arabic speakers use dialects rather than Modern Standard Arabic (MSA) in their conversations, which transfer to…
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