language: | |
- ms | |
- en | |
### Dataset Summary | |
This dataset comprises of both the original English and Malay translated version of the [FIB benchmark dataset](https://huggingface.co/datasets/r-three/fib). | |
Each example in the original dataset consists of a document and a pair of summaries: a factually consistent one and a factually inconsistent one. It is based on documents and summaries from XSum and CNN/DM. | |
For our use case, we've *exploded* the rows in the dataset such that `passage`-`summary` pairs and a `answer` column that determines whether a the summary is factually consistent (1) or not (0). | |
### Malay Version Generation | |
The Malay section of the dataset was done by translating the above dataset using OpenAI's 4o-mini. The notebook for this generating this dataset can be found here: https://github.com/wanadzhar913/aitinkerers-hackathon-supa-team-werecooked/blob/master/notebooks-data-preparation/01_dataset_prep_fib_openai.ipynb | |