Papers with summarizing andtranslating
𝜇PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge (2024.eacl-long)
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Fantine Huot, Joshua Maynez, Chris Alberti, Reinald Kim Amplayo, Priyanka Agrawal, Constanza Fierro, Shashi Narayan, Mirella Lapata
| Challenge: | Recent advances in abstractive summarization have focused on English, but more recently, with the advent of large pre-trained models, the task is becoming more complex. |
| Approach: | They propose an approach to cross-lingual summarization that uses an intermediate planning step as a cross-linguistic bridge. |
| Outcome: | The proposed approach achieves state-of-the-art in terms of informativeness and faithfulness on the XWikis dataset. |