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--- |
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annotations_creators: |
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- crowdsourced |
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language_creators: |
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- crowdsourced |
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language: |
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- ru |
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license: |
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- unknown |
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multilinguality: |
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- monolingual |
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pretty_name: BlendedSkillTalk |
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size_categories: |
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- 1K<n<10K |
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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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task_ids: |
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- dialogue-generation |
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paperswithcode_id: blended-skill-talk |
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dataset_info: |
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features: |
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- name: personas |
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sequence: string |
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- name: additional_context |
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dtype: string |
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- name: previous_utterance |
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sequence: string |
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- name: context |
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dtype: string |
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- name: free_messages |
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sequence: string |
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- name: guided_messages |
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sequence: string |
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- name: suggestions |
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sequence: |
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- name: convai2 |
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dtype: string |
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- name: empathetic_dialogues |
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dtype: string |
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- name: wizard_of_wikipedia |
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dtype: string |
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- name: guided_chosen_suggestions |
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sequence: string |
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splits: |
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- name: train |
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num_examples: 4819 |
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- name: validation |
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num_examples: 1009 |
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- name: test |
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num_examples: 980 |
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--- |
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# Dataset Card for "blended_skill_talk" |
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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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## Dataset Description |
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- **Homepage:** [https://parl.ai/projects/bst/](https://parl.ai/projects/bst/) |
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Paper:** [Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills](https://arxiv.org/abs/2004.08449v1) |
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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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### Dataset Summary |
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Russian version of the Blended Skill Talk dataset. Each replica was translated separately using a paid translator. A dataset of 7k conversations explicitly designed to exhibit multiple conversation modes: displaying personality, having empathy, and demonstrating knowledge. |
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### Supported Tasks and Leaderboards |
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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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## Dataset Structure |
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### Data Instances |
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#### default |
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An example of 'train' looks as follows. |
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``` |
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{ |
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"personas": ["мне все время звонит женщина.", "однажды мне предложили профессионально заниматься баскетболом."], |
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"additional_context": "", |
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"previous_utterance": ["Я по-настоящему обрадовался, когда мой папа подарил мне мой первый автомобиль. Это было просто счастливое чувство", "Да. Мне знакомо это чувство, хотя мне пришлось купить свой собственный."], |
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"context": "empathetic_dialogues", "free_messages": ["Автомобиль был именно таким, как я хотел, - спортивная машина новой модели.", "Mustang GT с откидным верхом", "Несколько лет назад я помогал с реставрацией 67-го. Это было просто великолепно."], |
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"guided_messages": ["Это был хороший выбор, что это была за машина?", "Мило! Жаль, что вам не удалось заполучить в свои руки "Мустанг II" 1963 года выпуска. Это моя любимая машина.", "Это звучит потрясающе. Вы восстановили его вместе со своим отцом?"], |
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"suggestions": { |
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"convai2": ["я не большой любитель спортивных автомобилей, лол. мне нужна машина, которая может испачкаться", "я не большой любитель спортивных автомобилей, лол. мне нужна машина, которая может испачкаться", "мы с папой восстановили мой, он принадлежал ему."], |
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"empathetic_dialogues": ["Это был хороший выбор, рассматривали ли вы какие-либо другие марки / модели?", "О, ничего себе, это потрясающая машина.", "Это звучит как классический автомобиль. Ты часто катался на нем со своим отцом?"], |
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"wizard_of_wikipedia": ["Это круто. Мне нравятся экономичные автомобили, потому что они доступны по цене", "Мило! Жаль, что вам не удалось заполучить в свои руки Mustang II 1963 года выпуска, который представляет собой четырехместный концепт-кар.", "Мило! Жаль, что вам не удалось заполучить в свои руки Mustang II 1963 года выпуска, который представляет собой четырехместный концепт-кар."]}, |
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"guided_chosen_suggestions": ["empathetic_dialogues", "wizard_of_wikipedia", "empathetic_dialogues"] |
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} |
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``` |
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Original version of dataset has "label_candidates" field. It was not translated. |
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### Data Fields |
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The data fields are the same among all splits. |
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#### default |
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- `personas`: a `list` of `string` features. |
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- `additional_context`: a `string` feature. |
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- `previous_utterance`: a `list` of `string` features. |
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- `context`: a `string` feature. |
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- `free_messages`: a `list` of `string` features. |
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- `guided_messgaes`: a `list` of `string` features. |
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- `suggestions`: a dictionary feature containing: |
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- `convai2`: a `string` feature. |
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- `empathetic_dialogues`: a `string` feature. |
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- `wizard_of_wikipedia`: a `string` feature. |
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- `guided_chosen_suggestions`: a `list` of `string` features. |
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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| 4819| 1009| 980| |
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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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[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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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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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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## Considerations for Using the Data |
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|
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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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### 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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### Other Known Limitations |
|
|
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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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## Additional Information |
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### Dataset Curators |
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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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### Licensing Information |
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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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### Citation Information |
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``` |
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@misc{smith2020evaluating, |
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title={Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills}, |
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author={Eric Michael Smith and Mary Williamson and Kurt Shuster and Jason Weston and Y-Lan Boureau}, |
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year={2020}, |
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eprint={2004.08449}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL} |
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} |
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``` |
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### Contributions |
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Thanks to [@artemsnegirev](https://github.com/artemsnegirev), [Dmitriy Sidorenko](https://github.com/DimaSidorenko) for adding this dataset. |
