transformers pytorch t5 text2text-generation en dataset:kasnerz/logic2text license:mit autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: mit
datasets:
- kasnerz/logic2text
language:
- en
---

## Model description

This is a fine-tuned [t5-base](https://huggingface.co/t5-base) model for generating sentences from logical forms and basic table metadata. 
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/).
The first pipeline step is done by [kategaranina/lt2t_content_selection](https://huggingface.co/kategaranina/lt2t_content_selection) model.
For relevant code, see [LT2T repository](https://github.com/kategerasimenko/LT2T) on GitHub.

Example of input:

```
Title: list of cities , towns and villages in vojvodina.
Header: settlement | cyrillic name other names | type | population ( 2011 ) | largest ethnic group ( 2002 ) | dominant religion ( 2002 ).
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 } }
```

Example of output:
```
pivnice is the only settlement in vojvodina with slovaks as the largest ethnic group .
```