Text · dataset · 2022
Heriot-WattUniversity/dialog_babi
Listed in Hugging Face Datasets
This section presents the set of 6 tasks for testing end-to-end dialog systems in the restaurant domain described in the paper: Antoine Bordes, Y-Lan Boureau, Jason Weston, Learning End-to-End Goal-Oriented Dialog, arxiv:1605.07683.
Description
Each task tests a unique aspect of dialog. Tasks are designed to complement the set of 20 bAbI tasks for story understanding of the previous section.
For each task, there are 1000 dialogs for training, 1000 for development and 1000 for testing. For tasks 1-5, we also include a second test set (with suffix -OOV.txt) that contains dialogs including entities not present in training and development sets.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Heriot-WattUniversity/dialog_babi ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1605.07683 arxiv.org/abs/1605.07683 ↗
publication · from Hugging Face
- arXiv:1502.05698 arxiv.org/abs/1502.05698 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Heriot-WattUniversity/dialog_babi ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Heriot-WattUniversity/dialog_babi | 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[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| 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 |