Table · dataset · 2022
Adversarial GLUE
Listed in Hugging Face Datasets
Dataset Card for Adversarial GLUE Dataset
Description
Summary
Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark that focuses on the adversarial robustness evaluation of language models. It covers five natural language understanding tasks from the famous GLUE tasks and is an adversarial version of GLUE benchmark. AdvGLUE considers textual adversarial attacks from different perspectives and hierarchies, including word-level transformations… See the full description on the dataset page: huggingface.co/datasets/AI-Secure/adv_glue.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/AI-Secure/adv_glue ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2111.02840 arxiv.org/abs/2111.02840 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/AI-Secure/adv_glue ↗
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 | AI-Secure/adv_glue | 15 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 |