| --- |
| 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: |
| - 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. |
