Text · dataset · 2022
Blue
Listed in Hugging Face Datasets
This dataset is a quick-and-dirty benchmark for predicting ratings across different domains and on different rating scales based on text.
Description
It pulls in a bunch of rating datasets, takes at most 1000 instances from each and combines them into a big dataset. Requires the kaggle library to be installed, and kaggle API keys passed through environment variables or in ~/.kaggle/kaggle.json.
See the Kaggle docs.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/frankier/cross_domain_reviews ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/frankier/cross_domain_reviews ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI · Text
- Inferred from text
- Data management and data science 70%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | frankier/cross_domain_reviews | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4605 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['text'] |
| 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_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |