Datasets:
coarse_discourse

	---
	annotations_creators:
	- crowdsourced
	language_creators:
	- found
	language:
	- en
	license:
	- cc-by-4.0
	multilinguality:
	- monolingual
	size_categories:
	- 100K<n<1M
	source_datasets:
	- original
	task_categories:
	- text-classification
	task_ids:
	- multi-class-classification
	paperswithcode_id: coarse-discourse
	pretty_name: Coarse Discourse
	dataset_info:
	features:
	- name: title
	dtype: string
	- name: is_self_post
	dtype: bool
	- name: subreddit
	dtype: string
	- name: url
	dtype: string
	- name: majority_link
	dtype: string
	- name: is_first_post
	dtype: bool
	- name: majority_type
	dtype: string
	- name: id_post
	dtype: string
	- name: post_depth
	dtype: int32
	- name: in_reply_to
	dtype: string
	- name: annotations
	sequence:
	- name: annotator
	dtype: string
	- name: link_to_post
	dtype: string
	- name: main_type
	dtype: string
	splits:
	- name: train
	num_bytes: 45097556
	num_examples: 116357
	download_size: 4256575
	dataset_size: 45097556
	configs:
	- config_name: default
	data_files:
	- split: train
	path: data/train-*
	---

	# Dataset Card for "coarse_discourse"

	## 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:
	- Repository: https://github.com/google-research-datasets/coarse-discourse
	- Paper: [Characterizing Online Discussion Using Coarse Discourse Sequences](https://research.google/pubs/pub46055/)
	- 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: 4.63 MB
	- Size of the generated dataset: 45.45 MB
	- Total amount of disk used: 50.08 MB

	### Dataset Summary

	A large corpus of discourse annotations and relations on ~10K forum threads.

	We collect and release a corpus of over 9,000 threads comprising over 100,000 comments manually annotated via paid crowdsourcing with discourse acts and randomly sampled from the site Reddit.

	### 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: 4.63 MB
	- Size of the generated dataset: 45.45 MB
	- Total amount of disk used: 50.08 MB

	An example of 'train' looks as follows.
	```
	{
	"annotations": {
	"annotator": ["fc96a15ab87f02dd1998ff55a64f6478", "e9e4b3ab355135fa954badcc06bfccc6", "31ac59c1734c1547d4d0723ff254c247"],
	"link_to_post": ["", "", ""],
	"main_type": ["elaboration", "elaboration", "elaboration"]
	},
	"id_post": "t1_c9b30i1",
	"in_reply_to": "t1_c9b2nyd",
	"is_first_post": false,
	"is_self_post": true,
	"majority_link": "t1_c9b2nyd",
	"majority_type": "elaboration",
	"post_depth": 2,
	"subreddit": "100movies365days",
	"title": "DTX120: #87 - Nashville",
	"url": "https://www.reddit.com/r/100movies365days/comments/1bx6qw/dtx120_87_nashville/"
	}
	```

	### Data Fields

	The data fields are the same among all splits.

	#### default
	- `title`: a `string` feature.
	- `is_self_post`: a `bool` feature.
	- `subreddit`: a `string` feature.
	- `url`: a `string` feature.
	- `majority_link`: a `string` feature.
	- `is_first_post`: a `bool` feature.
	- `majority_type`: a `string` feature.
	- `id_post`: a `string` feature.
	- `post_depth`: a `int32` feature.
	- `in_reply_to`: a `string` feature.
	- `annotations`: a dictionary feature containing:
	- `annotator`: a `string` feature.
	- `link_to_post`: a `string` feature.
	- `main_type`: a `string` feature.

	### Data Splits

	\| name \|train \|
	\|-------\|-----:\|
	\|default\|116357\|

	## 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

	```
	@inproceedings{coarsediscourse, title={Characterizing Online Discussion Using Coarse Discourse Sequences}, author={Zhang, Amy X. and Culbertson, Bryan and Paritosh, Praveen}, booktitle={Proceedings of the 11th International AAAI Conference on Weblogs and Social Media}, series={ICWSM '17}, year={2017}, location = {Montreal, Canada} }

	```


	### Contributions

	Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@jplu](https://github.com/jplu) for adding this dataset.