- Description:
IRC Disentanglement dataset contains over 77,563 messages from Ubuntu IRC channel.
Features include message id, message text and timestamp. Target is list of messages that current message replies to. Each record contains a list of messages from one day of IRC chat.
Additional Documentation: Explore on Papers With Code
Homepage: https://jkk.name/irc-disentanglement
Source code:
tfds.datasets.irc_disentanglement.Builder
Versions:
2.0.0
(default): No release notes.
Download size:
113.53 MiB
Dataset size:
26.59 MiB
Auto-cached (documentation): Yes
Splits:
Split | Examples |
---|---|
'test' |
10 |
'train' |
153 |
'validation' |
10 |
- Feature structure:
FeaturesDict({
'day': Sequence({
'id': Text(shape=(), dtype=string),
'parents': Sequence(Text(shape=(), dtype=string)),
'text': Text(shape=(), dtype=string),
'timestamp': Text(shape=(), dtype=string),
}),
})
- Feature documentation:
Feature | Class | Shape | Dtype | Description |
---|---|---|---|---|
FeaturesDict | ||||
day | Sequence | |||
day/id | Text | string | ||
day/parents | Sequence(Text) | (None,) | string | |
day/text | Text | string | ||
day/timestamp | Text | string |
Supervised keys (See
as_supervised
doc):None
Figure (tfds.show_examples): Not supported.
Examples (tfds.as_dataframe):
- Citation:
@InProceedings{acl19disentangle,
author = {Jonathan K. Kummerfeld and Sai R. Gouravajhala and Joseph Peper and Vignesh Athreya and Chulaka Gunasekara and Jatin Ganhotra and Siva Sankalp Patel and Lazaros Polymenakos and Walter S. Lasecki},
title = {A Large-Scale Corpus for Conversation Disentanglement},
booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
location = {Florence, Italy},
month = {July},
year = {2019},
doi = {10.18653/v1/P19-1374},
pages = {3846--3856},
url = {https://aclweb.org/anthology/papers/P/P19/P19-1374/},
arxiv = {https://arxiv.org/abs/1810.11118},
software = {https://jkk.name/irc-disentanglement},
data = {https://jkk.name/irc-disentanglement},
}