
google/roberta2roberta_L-24_discofuse
Text2text Generation
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Updated on
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10
DISCOFUSE is a large scale dataset for discourse-based sentence fusion.
We show detailed information for up to 5 configurations of the dataset.
An example of 'train' looks as follows.
{
"coherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
"coherent_second_sentence": "Finally , an HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner .",
"connective_string": "finally ,",
"discourse_type": "PAIR_CONN",
"has_coref_type_nominal": 0.0,
"has_coref_type_pronoun": 0.0,
"incoherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
"incoherent_second_sentence": "An HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner ."
}
An example of 'validation' looks as follows.
{
"coherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
"coherent_second_sentence": "Finally , an HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner .",
"connective_string": "finally ,",
"discourse_type": "PAIR_CONN",
"has_coref_type_nominal": 0.0,
"has_coref_type_pronoun": 0.0,
"incoherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
"incoherent_second_sentence": "An HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner ."
}
The data fields are the same among all splits.
connective_string
: a string
feature.discourse_type
: a string
feature.coherent_second_sentence
: a string
feature.has_coref_type_pronoun
: a float32
feature.incoherent_first_sentence
: a string
feature.incoherent_second_sentence
: a string
feature.has_coref_type_nominal
: a float32
feature.coherent_first_sentence
: a string
feature.connective_string
: a string
feature.discourse_type
: a string
feature.coherent_second_sentence
: a string
feature.has_coref_type_pronoun
: a float32
feature.incoherent_first_sentence
: a string
feature.incoherent_second_sentence
: a string
feature.has_coref_type_nominal
: a float32
feature.coherent_first_sentence
: a string
feature.name | train | validation | test |
---|---|---|---|
discofuse-sport | 43291020 | 440902 | 445521 |
discofuse-wikipedia | 16310585 | 168081 | 163657 |
@InProceedings{GevaEtAl2019,
title = {DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion},
author = {Geva, Mor and Malmi, Eric and Szpektor, Idan and Berant, Jonathan},
booktitle = {Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
note = {arXiv preprint arXiv:1902.10526},
year = {2019}
}