Datasets:
Tasks:
Conversational
Sub-tasks:
dialogue-generation
Languages:
English
Multilinguality:
monolingual
Size Categories:
1M<n<10M
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
ArXiv:
License:
unknown
The Dataset Preview has been disabled on this dataset. The authors forbid processing this dataset automatically and
require the users to download the dataset files manually.
Dataset Card for "ubuntu_dialogs_corpus"
Dataset Summary
Ubuntu Dialogue Corpus, a dataset containing almost 1 million multi-turn dialogues, with a total of over 7 million utterances and 100 million words. This provides a unique resource for research into building dialogue managers based on neural language models that can make use of large amounts of unlabeled data. The dataset has both the multi-turn property of conversations in the Dialog State Tracking Challenge datasets, and the unstructured nature of interactions from microblog services such as Twitter.
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
train
- Size of downloaded dataset files: 0.00 MB
- Size of the generated dataset: 62.46 MB
- Total amount of disk used: 62.46 MB
An example of 'train' looks as follows.
This example was too long and was cropped:
{
"Context": "\"i think we could import the old comment via rsync , but from there we need to go via email . i think it be easier than cach the...",
"Label": 1,
"Utterance": "basic each xfree86 upload will not forc user to upgrad 100mb of font for noth __eou__ no someth i do in my spare time . __eou__"
}
Data Fields
The data fields are the same among all splits.
train
Context
: astring
feature.Utterance
: astring
feature.Label
: aint32
feature.
Data Splits
name | train |
---|---|
train | 127422 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Citation Information
@article{DBLP:journals/corr/LowePSP15,
author = {Ryan Lowe and
Nissan Pow and
Iulian Serban and
Joelle Pineau},
title = {The Ubuntu Dialogue Corpus: {A} Large Dataset for Research in Unstructured
Multi-Turn Dialogue Systems},
journal = {CoRR},
volume = {abs/1506.08909},
year = {2015},
url = {http://arxiv.org/abs/1506.08909},
archivePrefix = {arXiv},
eprint = {1506.08909},
timestamp = {Mon, 13 Aug 2018 16:48:23 +0200},
biburl = {https://dblp.org/rec/journals/corr/LowePSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Contributions
Thanks to @thomwolf, @patrickvonplaten, @lewtun for adding this dataset.
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Repository:
github.com
Paper:
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
Size of downloaded dataset files:
0.00 MB
Size of the generated dataset:
62.46 MB
Total amount of disk used:
62.46 MB
Models trained or fine-tuned on ubuntu_dialogs_corpus
Updated