Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287645765> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4287645765 abstract "We introduce WikiLingua, a large-scale, multilingual dataset for the evaluation of crosslingual abstractive summarization systems. We extract article and summary pairs in 18 languages from WikiHow, a high quality, collaborative resource of how-to guides on a diverse set of topics written by human authors. We create gold-standard article-summary alignments across languages by aligning the images that are used to describe each how-to step in an article. As a set of baselines for further studies, we evaluate the performance of existing cross-lingual abstractive summarization methods on our dataset. We further propose a method for direct crosslingual summarization (i.e., without requiring translation at inference time) by leveraging synthetic data and Neural Machine Translation as a pre-training step. Our method significantly outperforms the baseline approaches, while being more cost efficient during inference." @default.
- W4287645765 created "2022-07-25" @default.
- W4287645765 creator A5000474458 @default.
- W4287645765 creator A5001994692 @default.
- W4287645765 creator A5070511738 @default.
- W4287645765 creator A5074277807 @default.
- W4287645765 date "2020-10-06" @default.
- W4287645765 modified "2023-09-23" @default.
- W4287645765 title "WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization" @default.
- W4287645765 doi "https://doi.org/10.48550/arxiv.2010.03093" @default.
- W4287645765 hasPublicationYear "2020" @default.
- W4287645765 type Work @default.
- W4287645765 citedByCount "0" @default.
- W4287645765 crossrefType "posted-content" @default.
- W4287645765 hasAuthorship W4287645765A5000474458 @default.
- W4287645765 hasAuthorship W4287645765A5001994692 @default.
- W4287645765 hasAuthorship W4287645765A5070511738 @default.
- W4287645765 hasAuthorship W4287645765A5074277807 @default.
- W4287645765 hasBestOaLocation W42876457651 @default.
- W4287645765 hasConcept C111368507 @default.
- W4287645765 hasConcept C119857082 @default.
- W4287645765 hasConcept C12725497 @default.
- W4287645765 hasConcept C127313418 @default.
- W4287645765 hasConcept C13280743 @default.
- W4287645765 hasConcept C154945302 @default.
- W4287645765 hasConcept C170858558 @default.
- W4287645765 hasConcept C177264268 @default.
- W4287645765 hasConcept C185798385 @default.
- W4287645765 hasConcept C199360897 @default.
- W4287645765 hasConcept C203005215 @default.
- W4287645765 hasConcept C204321447 @default.
- W4287645765 hasConcept C205649164 @default.
- W4287645765 hasConcept C2776214188 @default.
- W4287645765 hasConcept C2985367798 @default.
- W4287645765 hasConcept C41008148 @default.
- W4287645765 hasConceptScore W4287645765C111368507 @default.
- W4287645765 hasConceptScore W4287645765C119857082 @default.
- W4287645765 hasConceptScore W4287645765C12725497 @default.
- W4287645765 hasConceptScore W4287645765C127313418 @default.
- W4287645765 hasConceptScore W4287645765C13280743 @default.
- W4287645765 hasConceptScore W4287645765C154945302 @default.
- W4287645765 hasConceptScore W4287645765C170858558 @default.
- W4287645765 hasConceptScore W4287645765C177264268 @default.
- W4287645765 hasConceptScore W4287645765C185798385 @default.
- W4287645765 hasConceptScore W4287645765C199360897 @default.
- W4287645765 hasConceptScore W4287645765C203005215 @default.
- W4287645765 hasConceptScore W4287645765C204321447 @default.
- W4287645765 hasConceptScore W4287645765C205649164 @default.
- W4287645765 hasConceptScore W4287645765C2776214188 @default.
- W4287645765 hasConceptScore W4287645765C2985367798 @default.
- W4287645765 hasConceptScore W4287645765C41008148 @default.
- W4287645765 hasLocation W42876457651 @default.
- W4287645765 hasOpenAccess W4287645765 @default.
- W4287645765 hasPrimaryLocation W42876457651 @default.
- W4287645765 hasRelatedWork W11133913 @default.
- W4287645765 hasRelatedWork W11511616 @default.
- W4287645765 hasRelatedWork W117599 @default.
- W4287645765 hasRelatedWork W14632104 @default.
- W4287645765 hasRelatedWork W3313028 @default.
- W4287645765 hasRelatedWork W4707553 @default.
- W4287645765 hasRelatedWork W4867410 @default.
- W4287645765 hasRelatedWork W6264993 @default.
- W4287645765 hasRelatedWork W7973081 @default.
- W4287645765 hasRelatedWork W13002482 @default.
- W4287645765 isParatext "false" @default.
- W4287645765 isRetracted "false" @default.
- W4287645765 workType "article" @default.