Data · dataset · 2022
taskydata/tasky_or_not
Listed in Hugging Face Datasets
This dataset is a collection of prompted examples from P3, NI, RST, BigBench, FLAN & StackExchange, and examples from C4.
Description
The C4 examples are labeled "not-task-like" and the P3, NI, RST, BigBench, FLAN, StackExchange & UnNatural Instructions examples are "task-like". Examples were sampled from C4 so that the distribution of example lengths is similar for C4, and P3, NI, RST, BigBench, FLAN, StackExchange & UnNatural Instructions examples.
Some datasets from P3 were ignored because their examples were too long. Some datasets from P3, BigBench, FLAN, StackExchange & UnNatural Instructions are held out for validation. The datasets from the train split of Natural Instuctions were used for creating the train set of the tasky data while those from the test split were used in creating the validation set.
Read the rest (1 more)
Non-tasky validation data was gathered from C4 without intentionally matching the length distribution. Tasky validation data was gathered from the validation set of certain held-out datasets from P3, NI, BigBench, FLAN, StackExchange & UnNatural Instructions.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/taskydata/tasky_or_not ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/taskydata/tasky_or_not ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | taskydata/tasky_or_not | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |