A query-guided capsule network that clusters preceding-sentence context into perspectives and adds a source-target regularization loss gives small BLEU and Meteor gains on TED and Europarl En-De translation, but not on News.
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Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation
A query-guided capsule network that clusters preceding-sentence context into perspectives and adds a source-target regularization loss gives small BLEU and Meteor gains on TED and Europarl En-De translation, but not on News.