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--- |
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annotations_creators: |
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- crowdsourced |
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language: |
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- en |
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language_creators: |
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- crowdsourced |
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license: |
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- cc-by-nc-4.0 |
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multilinguality: |
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- monolingual |
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pretty_name: EmpatheticDialogues |
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size_categories: |
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- 10K<n<100K |
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source_datasets: |
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- original |
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task_categories: |
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- conversational |
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- question-answering |
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task_ids: |
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- dialogue-generation |
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- open-domain-qa |
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paperswithcode_id: empatheticdialogues |
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dataset_info: |
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features: |
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- name: conv_id |
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dtype: string |
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- name: utterance_idx |
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dtype: int32 |
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- name: context |
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dtype: string |
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- name: prompt |
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dtype: string |
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- name: speaker_idx |
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dtype: int32 |
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- name: utterance |
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dtype: string |
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- name: selfeval |
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dtype: string |
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- name: tags |
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dtype: string |
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splits: |
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- name: test |
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num_bytes: 3011332 |
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num_examples: 10943 |
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- name: train |
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num_bytes: 19040509 |
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num_examples: 76673 |
|
- name: validation |
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num_bytes: 3077481 |
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num_examples: 12030 |
|
download_size: 28022709 |
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dataset_size: 25129322 |
|
--- |
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|
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# Dataset Card for "empathetic_dialogues" |
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|
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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|
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## Dataset Description |
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|
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- **Homepage:** [https://github.com/facebookresearch/EmpatheticDialogues](https://github.com/facebookresearch/EmpatheticDialogues) |
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- **Repository:** https://github.com/facebookresearch/EmpatheticDialogues |
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- **Paper:** [Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset](https://arxiv.org/abs/1811.00207) |
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Size of downloaded dataset files:** 28.02 MB |
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- **Size of the generated dataset:** 25.13 MB |
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- **Total amount of disk used:** 53.15 MB |
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|
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### Dataset Summary |
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|
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PyTorch original implementation of Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset |
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|
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### Supported Tasks and Leaderboards |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Languages |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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## Dataset Structure |
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|
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### Data Instances |
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#### default |
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|
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- **Size of downloaded dataset files:** 28.02 MB |
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- **Size of the generated dataset:** 25.13 MB |
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- **Total amount of disk used:** 53.15 MB |
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An example of 'train' looks as follows. |
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``` |
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{ |
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"context": "sentimental", |
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"conv_id": "hit:0_conv:1", |
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"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.", |
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"selfeval": "5|5|5_2|2|5", |
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"speaker_idx": 1, |
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"tags": "", |
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"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.", |
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"utterance_idx": 1 |
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} |
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``` |
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|
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### Data Fields |
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The data fields are the same among all splits. |
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|
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#### default |
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- `conv_id`: a `string` feature. |
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- `utterance_idx`: a `int32` feature. |
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- `context`: a `string` feature. |
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- `prompt`: a `string` feature. |
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- `speaker_idx`: a `int32` feature. |
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- `utterance`: a `string` feature. |
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- `selfeval`: a `string` feature. |
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- `tags`: a `string` feature. |
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|
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### Data Splits |
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|
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| name |train|validation|test | |
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|-------|----:|---------:|----:| |
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|default|76673| 12030|10943| |
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|
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## Dataset Creation |
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|
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### Curation Rationale |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Source Data |
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#### Initial Data Collection and Normalization |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the annotators? |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Personal and Sensitive Information |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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## Considerations for Using the Data |
|
|
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### Social Impact of Dataset |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Discussion of Biases |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Other Known Limitations |
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|
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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## Additional Information |
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|
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### Dataset Curators |
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|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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|
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### Licensing Information |
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Creative Commons [Attribution-NonCommercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/). |
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|
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### Citation Information |
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|
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``` |
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@inproceedings{rashkin-etal-2019-towards, |
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title = "Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset", |
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author = "Rashkin, Hannah and |
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Smith, Eric Michael and |
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Li, Margaret and |
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Boureau, Y-Lan", |
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booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics", |
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month = jul, |
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year = "2019", |
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address = "Florence, Italy", |
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publisher = "Association for Computational Linguistics", |
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url = "https://aclanthology.org/P19-1534", |
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doi = "10.18653/v1/P19-1534", |
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pages = "5370--5381", |
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} |
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``` |
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|
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### Contributions |
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|
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Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |
