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Measuring and Increasing Context Usage in Context-Aware Machine Translation
AbstractRecent work in neural machine translation has demonstrated both the necessity and feasibility of using inter-sentential context, context from sentences other than those currently being translated. However, while many current …...
Context-aware Neural Machine Translation for English-Japanese Business Scene Dialogues
AbstractDespite the remarkable advancements in machine translation, the current sentence-level paradigm faces challenges when dealing with highly-contextual languages like Japanese. In this paper, we explore how context-awareness can improve the …...