Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
multi-class-classification
Languages:
English
Size:
100K - 1M
License:
Dataset Card for "coarse_discourse"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage: https://github.com/google-research-datasets/coarse-discourse
- Repository: More Information Needed
- Paper: More Information Needed
- Point of Contact: More Information Needed
- Size of downloaded dataset files: 4.42 MB
- Size of the generated dataset: 43.34 MB
- Total amount of disk used: 47.76 MB
Dataset Summary
dataset contains discourse annotation and relation on threads from reddit during 2016
Supported Tasks
Languages
Dataset Structure
We show detailed information for up to 5 configurations of the dataset.
Data Instances
default
- Size of downloaded dataset files: 4.42 MB
- Size of the generated dataset: 43.34 MB
- Total amount of disk used: 47.76 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
: astring
feature.is_self_post
: abool
feature.subreddit
: astring
feature.url
: astring
feature.majority_link
: astring
feature.is_first_post
: abool
feature.majority_type
: astring
feature.id_post
: astring
feature.post_depth
: aint32
feature.in_reply_to
: astring
feature.annotations
: a dictionary feature containing:annotator
: astring
feature.link_to_post
: astring
feature.main_type
: astring
feature.
Data Splits Sample Size
name | train |
---|---|
default | 116357 |
Dataset Creation
Curation Rationale
Source Data
Annotations
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
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, @lewtun, @jplu for adding this dataset.