Table · dataset · 2022
mteb/banking77
Listed in Hugging Face Datasets
Description
Banking77Classification An MTEB dataset Massive Text Embedding Benchmark Dataset composed of online banking queries annotated with their corresponding intents. Task category t2c Domains Written Reference arxiv.org/abs/2003.04807 How to evaluate on this task You can evaluate an embedding model on this dataset using the following code: import mteb task = mteb.get_tasks(["Banking77Classification"]) evaluator = mteb.MTEB(task) model =… See the full description on the dataset page: huggingface.co/datasets/mteb/banking77.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/mteb/banking77 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2003.04807 arxiv.org/abs/2003.04807 ↗
publication · from Hugging Face
- arXiv:2502.13595 arxiv.org/abs/2502.13595 ↗
publication · from Hugging Face
- arXiv:2210.07316 arxiv.org/abs/2210.07316 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/mteb/banking77 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI · Text
- Inferred from text
- Machine learning 69%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | mteb/banking77 | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4611 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (69%) |
| 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 | 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 |