Papers with cross-document attention component
Multilevel Text Alignment with Cross-Document Attention (2020.emnlp-main)
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| Challenge: | Existing alignment methods operate at a single, predefined level and cannot learn to align texts at sentence and document levels. |
| Approach: | They propose a learning approach that equips hierarchical attention encoders for representing documents with a cross-document attention component, enabling structural comparisons across different levels. |
| Outcome: | The proposed model outperforms existing hierarchical, attention encoders on citation recommendation and plagiarism detection tasks. |