Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
multi-class-classification
Languages:
English
Size:
100K - 1M
License:
![albertvillanova's picture](https://cdn-avatars.huggingface.co/v1/production/uploads/1606406298765-noauth.jpeg)
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#2)
8d5fb2e
annotations_creators: | |
- crowdsourced | |
language: | |
- en | |
language_creators: | |
- found | |
license: | |
- cc-by-4.0 | |
multilinguality: | |
- monolingual | |
pretty_name: Coarse Discourse | |
size_categories: | |
- 100K<n<1M | |
source_datasets: | |
- original | |
task_categories: | |
- text-classification | |
task_ids: | |
- multi-class-classification | |
paperswithcode_id: 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: 45443464 | |
num_examples: 116357 | |
download_size: 4636201 | |
dataset_size: 45443464 | |
# 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. |