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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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+ ---
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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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+
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+ ## Model description
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+
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+ This is a fine-tuned [t5-base](https://huggingface.co/t5-base) model for generating logical form templates from 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 last pipeline step is done by [kategaranina/lt2t_lf_to_text](https://huggingface.co/kategaranina/lt2t_lf_to_text) model.
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+ For relevant code, see [LT2T repository](https://github.com/kategerasimenko/LT2T) on GitHub.
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+
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+ Example of input:
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+
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+ ```
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+ Title: wake forest demon deacons football , 1980 - 89.
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+ Column date. Type: date. Stats: Column has all unique values, all values have one occurrence,
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+ first: 1987-09-12, last: 1987-11-21, max diff days: 70, max diff months: 2, max diff years: 0.
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+ Value: 09 / 12 / 1987.
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+ ...
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+ Column location. Type: str. Stats: Column has most unique values, one value has most occurrences,
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+ most values have one occurrence. Value: groves stadium winston - salem , nc.
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+ ...
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+ ```
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+
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+ Example of output:
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+ ```
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+ round_eq { avg { all_rows ; attendance } ; X }
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+ ```