Data · dataset · 2022
named-entity-recognition-en-no-drift
Listed in Hugging Face Datasets
This dataset was crafted to be used in our tutorial [Link to the tutorial when ready].
Description
It consists on product reviews from an e-commerce store. The reviews are labeled on a scale from 1 to 5 (stars).
The training & validation sets are fully composed by reviews written in english. However, the production set has some reviews written in spanish. At Arize, we work to surface this issue and help you solve it.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/arize-ai/xtreme_en_language_drift_es ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/arize-ai/xtreme_en_language_drift_es ↗
metadata API · from Hugging Face
Topics
- Stated by source
- token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Data management and data science 68%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | arize-ai/xtreme_en_language_drift_es | 13 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 (68%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:token-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 |