Table · dataset · 2022
Autoencoder Paraphrase Dataset (BERT, RoBERTa, Longformer)
Listed in Hugging Face Datasets
Dataset Card for Machine Paraphrase Dataset (MPC) Dataset
Description
Summary
The Autoencoder Paraphrase Corpus (APC) consists of ~200k examples of original, and paraphrases using three neural language models. It uses three models (BERT, RoBERTa, Longformer) on three source texts (Wikipedia, arXiv, student theses). The examples are aligned, i.e., we sample the same paragraphs for originals and paraphrased versions.
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How to use it You can load the dataset using the… See the full description on the dataset page: huggingface.co/datasets/jpwahle/autoencoder-paraphrase-dataset.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/jpwahle/autoencoder-paraphrase-dataset ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2103.12450 arxiv.org/abs/2103.12450 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/jpwahle/autoencoder-paraphrase-dataset ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · text · text classification · text generation
- From keywords
- Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | jpwahle/autoencoder-paraphrase-dataset | 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:tabular | source · 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:*] |
| concepts[task].hf_task:text-generation | 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 |