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--- |
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license: mit |
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datasets: |
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- kasnerz/logic2text |
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language: |
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- en |
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--- |
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## Model description |
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This is a fine-tuned [t5-base](https://huggingface.co/t5-base) model for generating sentences from logical forms and basic table metadata. |
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It is a part of table-to-text pipeline with content selection and logical reasoning, trained on [Logic2Text dataset](https://aclanthology.org/2020.findings-emnlp.190/). |
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The first pipeline step is done by [kategaranina/lt2t_content_selection](https://huggingface.co/kategaranina/lt2t_content_selection) model. |
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For relevant code, see [LT2T repository](https://github.com/kategerasimenko/LT2T) on GitHub. |
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Example of input: |
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``` |
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Title: list of cities , towns and villages in vojvodina. |
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Header: settlement | cyrillic name other names | type | population ( 2011 ) | largest ethnic group ( 2002 ) | dominant religion ( 2002 ). |
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Logical form: and { only { filter_eq { all_rows ; largest ethnic group ( 2002 ) ; slovaks } } ; eq { hop { filter_eq { all_rows ; largest ethnic group ( 2002 ) ; slovaks } ; settlement } ; pivnice } } |
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``` |
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Example of output: |
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``` |
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pivnice is the only settlement in vojvodina with slovaks as the largest ethnic group . |
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``` |
