Papers by Lala Li
Big Bidirectional Insertion Representations for Documents (D19-56)
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| Challenge: | Recent studies suggest we are nearing human-level parity for sentence-level translation in certain domains. |
| Approach: | They propose an insertion-based model for document-level translation tasks that embeds sentence alignment between the source and target document. |
| Outcome: | The proposed model improves on the WMT’19 English->German translation task by +4.3 BLEU compared with the Insertion Transformer baseline. |