Datasets:
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
d8b8066
| annotations_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| language_creators: | |
| - crowdsourced | |
| license: | |
| - cc-by-nc-4.0 | |
| multilinguality: | |
| - monolingual | |
| pretty_name: EmpatheticDialogues | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - conversational | |
| - question-answering | |
| task_ids: | |
| - dialogue-generation | |
| - open-domain-qa | |
| paperswithcode_id: empatheticdialogues | |
| dataset_info: | |
| features: | |
| - name: conv_id | |
| dtype: string | |
| - name: utterance_idx | |
| dtype: int32 | |
| - name: context | |
| dtype: string | |
| - name: prompt | |
| dtype: string | |
| - name: speaker_idx | |
| dtype: int32 | |
| - name: utterance | |
| dtype: string | |
| - name: selfeval | |
| dtype: string | |
| - name: tags | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 3011332 | |
| num_examples: 10943 | |
| - name: train | |
| num_bytes: 19040509 | |
| num_examples: 76673 | |
| - name: validation | |
| num_bytes: 3077481 | |
| num_examples: 12030 | |
| download_size: 28022709 | |
| dataset_size: 25129322 | |
| # Dataset Card for "empathetic_dialogues" | |
| ## 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 | |
| - **Homepage:** [https://github.com/facebookresearch/EmpatheticDialogues](https://github.com/facebookresearch/EmpatheticDialogues) | |
| - **Repository:** https://github.com/facebookresearch/EmpatheticDialogues | |
| - **Paper:** [Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset](https://arxiv.org/abs/1811.00207) | |
| - **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:** 28.02 MB | |
| - **Size of the generated dataset:** 25.13 MB | |
| - **Total amount of disk used:** 53.15 MB | |
| ### Dataset Summary | |
| PyTorch original implementation of Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset | |
| ### 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 | |
| #### default | |
| - **Size of downloaded dataset files:** 28.02 MB | |
| - **Size of the generated dataset:** 25.13 MB | |
| - **Total amount of disk used:** 53.15 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "context": "sentimental", | |
| "conv_id": "hit:0_conv:1", | |
| "prompt": "I remember going to the fireworks with my best friend. There was a lot of people_comma_ but it only felt like us in the world.", | |
| "selfeval": "5|5|5_2|2|5", | |
| "speaker_idx": 1, | |
| "tags": "", | |
| "utterance": "I remember going to see the fireworks with my best friend. It was the first time we ever spent time alone together. Although there was a lot of people_comma_ we felt like the only people in the world.", | |
| "utterance_idx": 1 | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### default | |
| - `conv_id`: a `string` feature. | |
| - `utterance_idx`: a `int32` feature. | |
| - `context`: a `string` feature. | |
| - `prompt`: a `string` feature. | |
| - `speaker_idx`: a `int32` feature. | |
| - `utterance`: a `string` feature. | |
| - `selfeval`: a `string` feature. | |
| - `tags`: a `string` feature. | |
| ### Data Splits | |
| | name |train|validation|test | | |
| |-------|----:|---------:|----:| | |
| |default|76673| 12030|10943| | |
| ## 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 | |
| Creative Commons [Attribution-NonCommercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/). | |
| ### Citation Information | |
| ``` | |
| @inproceedings{rashkin-etal-2019-towards, | |
| title = "Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset", | |
| author = "Rashkin, Hannah and | |
| Smith, Eric Michael and | |
| Li, Margaret and | |
| Boureau, Y-Lan", | |
| booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics", | |
| month = jul, | |
| year = "2019", | |
| address = "Florence, Italy", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/P19-1534", | |
| doi = "10.18653/v1/P19-1534", | |
| pages = "5370--5381", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |