Datasets:
Tasks:
Text Classification
Sub-tasks:
natural-language-inference
Languages:
English
Multilinguality:
monolingual
Size Categories:
100K<n<1M
Language Creators:
found
Annotations Creators:
no-annotation
License:
| annotations_creators: | |
| - no-annotation | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| license: | |
| - agpl-3.0 | |
| multilinguality: | |
| - monolingual | |
| pretty_name: A Lot of NLI | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - snli | |
| - multi_nli | |
| - anli | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - natural-language-inference | |
| viewer: true | |
| # Repo | |
| Github Repo: [thamognya/TBertNLI](https://github.com/thamognya/TBertNLI) specifically in the [src/data directory](https://github.com/thamognya/TBertNLI/tree/master/src/data). | |
| # Sample | |
| ``` premise hypothesis label | |
| 0 this church choir sings to the masses as they ... the church is filled with song 0 | |
| 1 this church choir sings to the masses as they ... a choir singing at a baseball game 2 | |
| 2 a woman with a green headscarf blue shirt and ... the woman is young 1 | |
| 3 a woman with a green headscarf blue shirt and ... the woman is very happy 0 | |
| 4 a woman with a green headscarf blue shirt and ... the woman has been shot 2 | |
| ``` | |
| # Datsets Origin | |
| As of now the marked datasets have been used to make this dataset and the other ones are todo | |
| - [x] SNLI | |
| - [x] MultiNLI | |
| - SuperGLUE | |
| - FEVER | |
| - WIKI-FACTCHECK | |
| - [x] ANLI | |
| - more from huggingface | |
| # Reasons | |
| Just for finetuning of NLI models and purely made for NLI (not zero shot classification) | |