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--- |
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license: cc |
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language: |
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- en |
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- fr |
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- de |
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- vi |
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- zh |
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- ja |
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- es |
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size_categories: |
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- 10K<n<100K |
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--- |
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# MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing |
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In this work, we present MultiSpider, a multilingual text-to-SQL dataset which covers seven languages (English, German, French, Spanish, Japanese, Chinese, and Vietnamese). |
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Find more details on [paper](https://arxiv.org/pdf/2212.13492.pdf) and [code](https://github.com/longxudou/multispider). |
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Please be aware that the MultiSpider dataset is available in two versions: `with_English_value` and `with_original_value`. Our reported results are based on the `with_English_value` version to circumvent any discrepancies between the entities in the questions and the values in the database. |
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The `with_original_value` version is a byproduct of the dataset creation process, which may be of interest for more in-depth research on this localized dataset. |
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`with_English_value`: Führen Sie die Namen der Sängerinnen und Sänger auf, deren Staatsbürgerschaft nicht „France“ lautet. |
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`with_original_value`: Führen Sie die Namen der Sängerinnen und Sänger auf, deren Staatsbürgerschaft nicht "Frankreich" lautet. |
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## Results |
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| Model | EN | DE | ES | FR | JA | ZH | VI | |
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| ------ | ----: | ----: | ----: | ----: | ----: | ----: | ----: | |
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| Paper Report | 68.8 | 64.8 | 67.4 | 65.3 | 60.2 | 66.1 | 67.1 | |
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| Released Model | 69.5 | 65.1 | 68.1 | 66.7 | 60.9 | 67.4 | 69.1 | |
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## Copyright |
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Except where stated explicitly otherwise, the copyright to the source code is licensed under the Creative Commons - Attribution-NonCommercial 4.0 International license (CC BY-NC 4.0): https://creativecommons.org/licenses/by-nc/4.0/. |
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Any commercial use (whether for the benefit of third parties or internally in production) requires an explicit license. |
