Datasets:
metadata
dataset_info:
features:
- name: id
dtype: string
- name: locale
dtype: string
- name: origin
dtype: string
- name: partition
dtype: string
- name: translation_utt
dtype:
translation:
languages:
- en
- pl
- name: translation_xml
dtype:
translation:
languages:
- en
- pl
- name: src_bio
dtype: string
- name: tgt_bio
dtype: string
task_categories:
- translation
language:
- en
- pl
- de
- es
- sv
tags:
- machine translation
- nlu
- natural-language-understanding
- virtual assistant
pretty_name: Machine translation for NLU with slot transfer
size_categories:
- 10K<n<100K
license: cc-by-4.0
Machine translation dataset for NLU (Virual Assistant) with slot transfer between languages
Dataset Summary
Disclaimer: This is for research purposes only. Please have a look at the license section below. Some of the datasets used to construct IVA_MT have an unknown license.
IVA_MT is a machine translation dataset that can be used to train, adapt and evaluate MT models used in Virtual Assistant NLU context (e.g. to translate trainig corpus of NLU).
Dataset Composition
en-pl
| Corpus | Train | Dev | Test |
|---|---|---|---|
| Massive 1.1 | 11514 | 2033 | 2974 |
| Leyzer 0.2.0 | 3974 | 701 | 1380 |
| OpenSubtitles from OPUS | 2329 | 411 | 500 |
| KDE from OPUS | 1154 | 241 | 241 |
| CCMatrix from Opus | 1096 | 232 | 237 |
| Ubuntu from OPUS | 281 | 60 | 59 |
| Gnome from OPUS | 14 | 3 | 3 |
| total | 20362 | 3681 | 5394 |
en-de
| Corpus | Train | Dev | Test |
|---|---|---|---|
| Massive 1.1 | 7536 | 1346 | 1955 |
en-es
| Corpus | Train | Dev | Test |
|---|---|---|---|
| Massive 1.1 | 8415 | 1526 | 2202 |
en-sv
| Corpus | Train | Dev | Test |
|---|---|---|---|
| Massive 1.1 | 7540 | 1360 | 1921 |
Tools
Scripts used to generate this dataset can be found on github.
License
This is a composition of 7 datasets, and the license is as defined in original release:
- MASSIVE: CC-BY 4.0
- Leyzer: CC BY-NC 4.0
- OpenSubtitles: unknown
- KDE: GNU Public License
- CCMatrix: no license given, therefore assuming it is LASER project license BSD
- Ubuntu: GNU Public License
- Gnome: unknown