Data · dataset · 2022
tau/sled
Listed in Hugging Face Datasets
Efficient Long-Text Understanding with Short-Text Models.
Description
Our SLiding-Encoder and Decoder uses any pretrained encoder-decoder model, to independtly encode overlapping chunks of the inputs, and perform fusion-in-decoder to achieve linear-memory requirment for long-range natural language understanding.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/tau/sled ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2208.00748 arxiv.org/abs/2208.00748 ↗
publication · from Hugging Face
- arXiv:2201.03533 arxiv.org/abs/2201.03533 ↗
publication · from Hugging Face
- arXiv:2104.02112 arxiv.org/abs/2104.02112 ↗
publication · from Hugging Face
- arXiv:2104.07091 arxiv.org/abs/2104.07091 ↗
publication · from Hugging Face
- arXiv:2104.05938 arxiv.org/abs/2104.05938 ↗
publication · from Hugging Face
- arXiv:1712.07040 arxiv.org/abs/1712.07040 ↗
publication · from Hugging Face
- arXiv:2105.03011 arxiv.org/abs/2105.03011 ↗
publication · from Hugging Face
- arXiv:2112.08608 arxiv.org/abs/2112.08608 ↗
publication · from Hugging Face
- arXiv:2110.01799 arxiv.org/abs/2110.01799 ↗
publication · from Hugging Face
- arXiv:1606.05250 arxiv.org/abs/1606.05250 ↗
publication · from Hugging Face
- arXiv:1809.09600 arxiv.org/abs/1809.09600 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/tau/sled ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · summarization · text generation
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | tau/sled | 12 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[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:summarization | 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 |