Table · dataset · 2022
Utilising Weak Supervision to create S3D: A Sarcasm Annotated Dataset
Listed in Hugging Face Datasets
Utilising Weak Supervision to Create S3D: A Sarcasm Annotated Dataset This is the repository for the S3D dataset published at EMNLP 2022.
Description
The dataset can help build sarcasm detection models. S3D-v2
Summary
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The S3D-v2 dataset is our silver standard dataset of 100,000 tweets labelled for sarcasm using weak supervision by a majority voting system of fine-tuned sarcasm detection models. The models used are our roberta-large-finetuned-SARC-combined-DS… See the full description on the dataset page: huggingface.co/datasets/surrey-nlp/S3D-v2.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/surrey-nlp/S3D-v2 ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/surrey-nlp/S3D-v2 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
Related
- Possibly the same asUtilising Weak Supervision to create S3D: A Sarcasm Annotated Dataset
- Possibly the same asUtilising Weak Supervision to create S3D: A Sarcasm Annotated Dataset
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | surrey-nlp/S3D-v2 | 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 |