XWikiRef
Introduced by Taunk et al. in XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages
We provide a new data set XWikiRef for the task of Cross-lingual Multi-document Summarization. This task aims at generating Wikipedia style text in Low Resource languages by taking reference text as input. Overall, the data set contains 8 different languages: bengali (bn), english (en), hindi (hi), marathi (mr), malayalam (ml), odia (or), punjabi (pa) and tamil (ta). It also contains 5 domains: books, films, politicians, sportsman and writers.
Data Format
Dataset is publicly available here. Each directory contains language specific data subset having 1 json file per domain. In each file, each line denotes one article. It contains the following set of keys:
- Article title
- Sections
- section title 1
- section text 1
- list of reference texts 1
- .....
- .....
- .....
- section title n
- section text n
- list of reference texts 1
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
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XWikiRef
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HipoRank + mBART
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Papers
| Paper | Code | Results | Date | Stars |
|---|
Dataset Loaders
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