Table · dataset · 2022
SNIPS Natural Language Understanding benchmark
Listed in Hugging Face Datasets
Dataset Card for Snips Built In Intents Dataset
Description
Summary
Snips' built in intents dataset was initially used to compare different voice assistants and released as a public dataset hosted at github.com/sonos/nlu-benchmark in folder 2016-12-built-in-intents. The dataset contains 328 utterances over 10 intent classes. A related Medium post is medium.com/snips-ai/benchmarking-natural-language-understanding-systems-d35be6ce568d.
Read the rest (1 more)
Supported Tasks and… See the full description on the dataset page: huggingface.co/datasets/sonos-nlu-benchmark/snips_built_in_intents.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/sonos-nlu-benchmark/snips_built_in_intents ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1805.10190 arxiv.org/abs/1805.10190 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/sonos-nlu-benchmark/snips_built_in_intents ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | sonos-nlu-benchmark/snips_built_in_intents | 13 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[modality].hf_modality:text | source · 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 |