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cs.CL2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation
Sebastian Vincent, Robert Flynn, Carolina Scarton
Efficient utilisation of both intra- and extra-textual context remains one of the critical gaps between machine and human translation. Existing research has primarily focused on pr…
cs.CL2023
Reference-less Analysis of Context Specificity in Translation with Personalised Language Models
Sebastian Vincent, Alice Dowek, Rowanne Sumner +5
Sensitising language models (LMs) to external context helps them to more effectively capture the speaking patterns of individuals with specific characteristics or in particular env…