| Dataset downloadable link. | |
| Note that: the perturbed data is created with | |
| the help these dataset and the code. | |
| To download the dataset, please follow the link: | |
| 1) paws-wiki : https://github.com/google-research-datasets/paws | |
| Open the link and scroll to PAWS_Wiki section. Download | |
| PAWS-Wiki Labeled (Final) | |
| 2) QQP: https://huggingface.co/datasets/glue/viewer/qqp/train | |
| Visit the huggingface link and download qqp paraphrasing | |
| train dataset. | |
| 3) MRPC: https://huggingface.co/datasets/glue/viewer/mrpc/train | |
| To download Microsoft Research Paraphrasing Corpus(MRPC) | |
| dataset, visit the link and download the dataset (train | |
| version). | |
| Alternative: | |
| You can use the dataset provided in the zip file. Just unzip the data file | |
| and use the data. | |
| Perturbed Data Generation: | |
| We used the above dataset to create sentence perturbation for hypothesis | |
| testing. We took the first column (i.e. sentence1 or question1) as our original | |
| sentence and produce a sentence perturbation for these sentences using | |
| WordNet toolkit. The code is provided in the zip file. | |
| check: scr/word_replacer.py | |