Datasets:
Sub-tasks:
dialogue-generation
Languages:
English
Multilinguality:
monolingual
Size Categories:
1M<n<10M
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
ArXiv:
License:
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
6aab564
| annotations_creators: | |
| - found | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| pretty_name: UDC (Ubuntu Dialogue Corpus) | |
| size_categories: | |
| - 1M<n<10M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - conversational | |
| task_ids: | |
| - dialogue-generation | |
| paperswithcode_id: ubuntu-dialogue-corpus | |
| dataset_info: | |
| - config_name: train | |
| features: | |
| - name: Context | |
| dtype: string | |
| - name: Utterance | |
| dtype: string | |
| - name: Label | |
| dtype: int32 | |
| splits: | |
| - name: train | |
| num_bytes: 525126729 | |
| num_examples: 1000000 | |
| download_size: 0 | |
| dataset_size: 525126729 | |
| - config_name: dev_test | |
| features: | |
| - name: Context | |
| dtype: string | |
| - name: Ground Truth Utterance | |
| dtype: string | |
| - name: Distractor_0 | |
| dtype: string | |
| - name: Distractor_1 | |
| dtype: string | |
| - name: Distractor_2 | |
| dtype: string | |
| - name: Distractor_3 | |
| dtype: string | |
| - name: Distractor_4 | |
| dtype: string | |
| - name: Distractor_5 | |
| dtype: string | |
| - name: Distractor_6 | |
| dtype: string | |
| - name: Distractor_7 | |
| dtype: string | |
| - name: Distractor_8 | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 27060502 | |
| num_examples: 18920 | |
| - name: validation | |
| num_bytes: 27663181 | |
| num_examples: 19560 | |
| download_size: 0 | |
| dataset_size: 54723683 | |
| # Dataset Card for "ubuntu_dialogs_corpus" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository:** https://github.com/rkadlec/ubuntu-ranking-dataset-creator | |
| - **Paper:** [The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems](https://arxiv.org/abs/1506.08909) | |
| - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| - **Size of downloaded dataset files:** 0.00 MB | |
| - **Size of the generated dataset:** 65.49 MB | |
| - **Total amount of disk used:** 65.49 MB | |
| ### 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 | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### train | |
| - **Size of downloaded dataset files:** 0.00 MB | |
| - **Size of the generated dataset:** 65.49 MB | |
| - **Total amount of disk used:** 65.49 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`: a `string` feature. | |
| - `Utterance`: a `string` feature. | |
| - `Label`: a `int32` feature. | |
| ### Data Splits | |
| |name |train | | |
| |-----|-----:| | |
| |train|127422| | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Personal and Sensitive Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Discussion of Biases | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### 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](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |