
Datasets:
Tasks:
Text2Text Generation
Languages:
English
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
found
Annotations Creators:
crowdsourced
Source Datasets:
original
ArXiv:
Tags:
common-sense-inference
License:
unknown
Dataset Preview
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Source (string) | Event (string) | Xintent (string) | Xemotion (string) | Otheremotion (string) | Xsent (string) | Osent (string) |
---|---|---|---|---|---|---|
"it_events"
| "It starts to rainy"
| "["none"]"
| "["none"]"
| "["upset"]"
| ""
| "3"
|
"it_events"
| "It starts to rainy"
| "["none"]"
| "["none"]"
| "["sad, gloomy"]"
| ""
| "1"
|
"it_events"
| "It starts to rainy"
| "["none"]"
| "["none"]"
| "["wet", "gloomy"]"
| ""
| "1"
|
"it_events"
| "It is finally time"
| "["none"]"
| "["none"]"
| "["excited"]"
| ""
| "5"
|
"it_events"
| "It is finally time"
| "["none"]"
| "["none"]"
| "["relieved"]"
| ""
| "5"
|
"it_events"
| "It would be best"
| "["none"]"
| "["none"]"
| "["rueful"]"
| ""
| "2"
|
"it_events"
| "It is a waste of time"
| "["none"]"
| "["none"]"
| "["annoyed"]"
| ""
| "1"
|
"it_events"
| "It is a waste of time"
| "["none"]"
| "["none"]"
| "["angry"]"
| ""
| "2"
|
"it_events"
| "It is a waste of time"
| "["none"]"
| "["none"]"
| "["defeated"]"
| ""
| "1"
|
"it_events"
| "It is the best day ever"
| "["none"]"
| "["none"]"
| "["happy", "pleased"]"
| ""
| "5"
|
"it_events"
| "It is the best day ever"
| "["none"]"
| "["none"]"
| "["happy"]"
| ""
| "5"
|
"it_events"
| "It is the best day ever"
| "["none"]"
| "["none"]"
| "["thrilled", "happy", "excited"]"
| ""
| "5"
|
"it_events"
| "It is PersonY 's first day of kindergarten"
| "["none"]"
| "["none"]"
| "["excited", "eager", "interested"]"
| ""
| "5"
|
"it_events"
| "It is PersonY 's first day of kindergarten"
| "["none"]"
| "["none"]"
| "["nervous"]"
| ""
| "3"
|
"it_events"
| "It does n't last long"
| "["none"]"
| "["none"]"
| "["sad"]"
| ""
| "2"
|
"it_events"
| "It gets dark outside"
| "["none"]"
| "["none"]"
| "["scared"]"
| ""
| "2"
|
"it_events"
| "It gets dark outside"
| "["none"]"
| "["none"]"
| "["frightened", "gloomy", "scared"]"
| ""
| "2"
|
"it_events"
| "It gets dark outside"
| "["none"]"
| "["none"]"
| "["nervous", "tired", "sad"]"
| ""
| "2"
|
"it_events"
| "It rains a lot"
| "["none"]"
| "["none"]"
| "["sad"]"
| ""
| "2"
|
"it_events"
| "It rains a lot"
| "["none"]"
| "["none"]"
| "["dejected"]"
| ""
| "1"
|
"it_events"
| "It rains a lot"
| "["none"]"
| "["none"]"
| "["sad"]"
| ""
| "2"
|
"it_events"
| "It pours rain"
| "["none"]"
| "["none"]"
| "["sad", "tired"]"
| ""
| "1"
|
"it_events"
| "It pours rain"
| "["none"]"
| "["none"]"
| "["depressed"]"
| ""
| "1"
|
"it_events"
| "It pours rain"
| "["none"]"
| "["none"]"
| "["wet"]"
| ""
| "2"
|
"it_events"
| "It pops open"
| "["none"]"
| "["none"]"
| "["happy"]"
| ""
| "5"
|
"it_events"
| "It pops open"
| "["none"]"
| "["none"]"
| "["surprised"]"
| ""
| "4"
|
"it_events"
| "It would probably"
| "["none"]"
| "["none"]"
| "["hopeful"]"
| ""
| "5"
|
"it_events"
| "It has been raining for days"
| "["none"]"
| "["none"]"
| "["depressed"]"
| ""
| "2"
|
"it_events"
| "It has been raining for days"
| "["none"]"
| "["none"]"
| "["gloomy"]"
| ""
| "2"
|
"it_events"
| "It has been raining for days"
| "["none"]"
| "["none"]"
| "["sad", "upset", "gloomy"]"
| ""
| "1"
|
"it_events"
| "It would often"
| "["none"]"
| "["none"]"
| "["sad"]"
| ""
| "2"
|
"it_events"
| "It would be fine"
| "["none"]"
| "["none"]"
| "["happy"]"
| ""
| "5"
|
"it_events"
| "It would be fine"
| "["none"]"
| "["none"]"
| "["relieved", "happy"]"
| ""
| "4"
|
"it_events"
| "It times to leave"
| "["none"]"
| "["none"]"
| "["excited"]"
| ""
| "4"
|
"it_events"
| "It times to leave"
| "["none"]"
| "["none"]"
| "["accomplished", "finished"]"
| ""
| "5"
|
"it_events"
| "It is a nice day"
| "["none"]"
| "["none"]"
| "["happy", "pleased"]"
| ""
| "5"
|
"it_events"
| "It is a nice day"
| "["none"]"
| "["none"]"
| "["splendid", "happy"]"
| ""
| "5"
|
"it_events"
| "It is a nice day"
| "["none"]"
| "["none"]"
| "["calm"]"
| ""
| "4"
|
"it_events"
| "It is time to leave"
| "["none"]"
| "["none"]"
| "["sad"]"
| ""
| "1"
|
"it_events"
| "It is time to leave"
| "["none"]"
| "["none"]"
| "["ready to go"]"
| ""
| "3"
|
"it_events"
| "It is time to leave"
| "["none"]"
| "["none"]"
| "["tired", "impatient"]"
| ""
| "2"
|
"it_events"
| "It is hot outside"
| "["none"]"
| "["none"]"
| "["sweaty"]"
| ""
| "2"
|
"it_events"
| "It is gone forever"
| "["none"]"
| "["none"]"
| "["depressed"]"
| ""
| "1"
|
"it_events"
| "It hurts a lot"
| "["none"]"
| "["none"]"
| "["pain"]"
| ""
| "1"
|
"it_events"
| "It soon realized"
| "["none"]"
| "["none"]"
| "["interested"]"
| ""
| "5"
|
"it_events"
| "It takes all day"
| "["none"]"
| "["none"]"
| "["annoyed"]"
| ""
| "1"
|
"it_events"
| "It falls open"
| "["none"]"
| "["none"]"
| "["judgemental"]"
| ""
| "3"
|
"it_events"
| "It spends the afternoon"
| "["none"]"
| "["none"]"
| "["trustworthy"]"
| ""
| "5"
|
"it_events"
| "It takes several hours"
| "["none"]"
| "["none"]"
| "["impatient"]"
| ""
| "1"
|
"it_events"
| "It knows the difference"
| "["none"]"
| "["none"]"
| "["discerning"]"
| ""
| "4"
|
"it_events"
| "It plays ___ anymore"
| "["none"]"
| "["none"]"
| "["happy"]"
| ""
| "5"
|
"it_events"
| "It finds the source"
| "["none"]"
| "["none"]"
| "["excited"]"
| ""
| "5"
|
"it_events"
| "It finds the source"
| "["none"]"
| "["none"]"
| "["happy"]"
| ""
| "4"
|
"it_events"
| "It sees everyone"
| "["none"]"
| "["none"]"
| "["ominous", "frightened"]"
| ""
| "2"
|
"it_events"
| "It goes down the drain"
| "["none"]"
| "["none"]"
| "["upset"]"
| ""
| "1"
|
"it_events"
| "It goes down the drain"
| "["none"]"
| "["none"]"
| "["disappointed", "frustrated"]"
| ""
| "2"
|
"it_events"
| "It goes down the drain"
| "["none"]"
| "["none"]"
| "["disappointed"]"
| ""
| "1"
|
"it_events"
| "It is getting close"
| "["none"]"
| "["none"]"
| "["worried"]"
| ""
| "2"
|
"it_events"
| "It is getting close"
| "["none"]"
| "["none"]"
| "["excited"]"
| ""
| "5"
|
"it_events"
| "It is getting close"
| "["none"]"
| "["none"]"
| "["excited", "nervous"]"
| ""
| "4"
|
"it_events"
| "It is hot outside"
| "["none"]"
| "["none"]"
| "["dehydrated", "thirsty"]"
| ""
| "1"
|
"it_events"
| "It is hot outside"
| "["none"]"
| "["none"]"
| "["annoyed"]"
| ""
| "1"
|
"it_events"
| "It always hated ___"
| "["none"]"
| "["none"]"
| "["anger", "frustration"]"
| ""
| "1"
|
"it_events"
| "It always hated ___"
| "["none"]"
| "["none"]"
| "["annoyed", "frustrated"]"
| ""
| "2"
|
"it_events"
| "It always hated ___"
| "["none"]"
| "["none"]"
| "["displeasured", "unhappy", "disgusted"]"
| ""
| "1"
|
"it_events"
| "It is time to eat"
| "["none"]"
| "["none"]"
| "["excited", "hungry"]"
| ""
| "5"
|
"it_events"
| "It is time to eat"
| "["none"]"
| "["none"]"
| "["hungry"]"
| ""
| "5"
|
"it_events"
| "It is time to eat"
| "["none"]"
| "["none"]"
| "["hungry", "excited"]"
| ""
| "4"
|
"it_events"
| "It thinks maybe"
| "["none"]"
| "["none"]"
| "["contemplative"]"
| ""
| "2"
|
"it_events"
| "It does not go well"
| "["none"]"
| "["none"]"
| "["anger", "embarassment"]"
| ""
| "2"
|
"it_events"
| "It does not go well"
| "["none"]"
| "["none"]"
| "["disappointing"]"
| ""
| "1"
|
"it_events"
| "It does not go well"
| "["none"]"
| "["none"]"
| "["disappointed"]"
| ""
| "2"
|
"it_events"
| "It finds the source"
| "["none"]"
| "["none"]"
| "["satisfied"]"
| ""
| "4"
|
"it_events"
| "It is gone forever"
| "["none"]"
| "["none"]"
| "["sad", "disappointed", "upset"]"
| ""
| "1"
|
"it_events"
| "It is gone forever"
| "["none"]"
| "["none"]"
| "["absent", "departed", "sad"]"
| ""
| "1"
|
"it_events"
| "It falls open"
| "["none"]"
| "["none"]"
| "["curious"]"
| ""
| "4"
|
"it_events"
| "It falls open"
| "["none"]"
| "["none"]"
| "["surprised", "startled"]"
| ""
| "2"
|
"it_events"
| "It is an amazing experience"
| "["none"]"
| "["none"]"
| "["happy", "joyful"]"
| ""
| "5"
|
"it_events"
| "It is an amazing experience"
| "["none"]"
| "["none"]"
| "["excited"]"
| ""
| "5"
|
"it_events"
| "It is an amazing experience"
| "["none"]"
| "["none"]"
| "["happy", "excited"]"
| ""
| "5"
|
"it_events"
| "It spends the afternoon"
| "["none"]"
| "["none"]"
| "["tired"]"
| ""
| "2"
|
"it_events"
| "It shoulds go"
| "["none"]"
| "["none"]"
| "["regretful"]"
| ""
| "2"
|
"it_events"
| "It hurts a lot"
| "["none"]"
| "["none"]"
| "["pained", "miserable", "uncomfortable"]"
| ""
| "1"
|
"it_events"
| "It hurts a lot"
| "["none"]"
| "["none"]"
| "["pain", "scared"]"
| ""
| "1"
|
"it_events"
| "It takes several hours"
| "["none"]"
| "["none"]"
| "["exhausted"]"
| ""
| "3"
|
"it_events"
| "It takes several hours"
| "["none"]"
| "["none"]"
| "["bored"]"
| ""
| "2"
|
"it_events"
| "It knows the difference"
| "["none"]"
| "["none"]"
| "["guilt"]"
| ""
| "1"
|
"it_events"
| "It knows the difference"
| "["none"]"
| "["none"]"
| "["educated"]"
| ""
| "3"
|
"it_events"
| "It plays ___ anymore"
| "["none"]"
| "["none"]"
| "["satisfied"]"
| ""
| "3"
|
"it_events"
| "It makes contact"
| "["none"]"
| "["none"]"
| "["successful"]"
| ""
| "4"
|
"it_events"
| "It makes contact"
| "["none"]"
| "["none"]"
| "["engaged"]"
| ""
| "4"
|
"it_events"
| "It makes contact"
| "["none"]"
| "["none"]"
| "["embarrassed", "excited"]"
| ""
| "3"
|
"it_events"
| "It soon realized"
| "["none"]"
| "["none"]"
| "["enllightened"]"
| ""
| "5"
|
"it_events"
| "It soon realized"
| "["none"]"
| "["none"]"
| "["shocked"]"
| ""
| "3"
|
"it_events"
| "It sees everyone"
| "["none"]"
| "["none"]"
| "["surprised"]"
| ""
| "4"
|
"it_events"
| "It puts some cream"
| "["none"]"
| "["none"]"
| "["excited", "happy"]"
| ""
| "5"
|
"it_events"
| "It puts some cream"
| "["none"]"
| "["none"]"
| "["better"]"
| ""
| "5"
|
"it_events"
| "It takes all day"
| "["none"]"
| "["none"]"
| "["miserable", "tired"]"
| ""
| "1"
|
"it_events"
| "It takes all day"
| "["none"]"
| "["none"]"
| "["tired"]"
| ""
| "1"
|
"it_events"
| "It cries and cried"
| "["none"]"
| "["none"]"
| "["sad, depresed"]"
| ""
| "1"
|
End of preview (truncated to 100
rows)
Dataset Card for "event2Mind"
Dataset Summary
In Event2Mind, we explore the task of understanding stereotypical intents and reactions to events. Through crowdsourcing, we create a large corpus with 25,000 events and free-form descriptions of their intents and reactions, both of the event's subject and (potentially implied) other participants.
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
default
- Size of downloaded dataset files: 1.24 MB
- Size of the generated dataset: 6.90 MB
- Total amount of disk used: 8.14 MB
An example of 'validation' looks as follows.
{
"Event": "It shrinks in the wash",
"Osent": "1",
"Otheremotion": "[\"upset\", \"angry\"]",
"Source": "it_events",
"Xemotion": "[\"none\"]",
"Xintent": "[\"none\"]",
"Xsent": ""
}
Data Fields
The data fields are the same among all splits.
default
Source
: astring
feature.Event
: astring
feature.Xintent
: astring
feature.Xemotion
: astring
feature.Otheremotion
: astring
feature.Xsent
: astring
feature.Osent
: astring
feature.
Data Splits
name | train | validation | test |
---|---|---|---|
default | 46472 | 5401 | 5221 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
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{rashkin-etal-2018-event2mind,
title = "{E}vent2{M}ind: Commonsense Inference on Events, Intents, and Reactions",
author = "Rashkin, Hannah and
Sap, Maarten and
Allaway, Emily and
Smith, Noah A. and
Choi, Yejin",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2018",
address = "Melbourne, Australia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/P18-1043",
doi = "10.18653/v1/P18-1043",
pages = "463--473",
}
Contributions
Thanks to @thomwolf, @patrickvonplaten, @lewtun for adding this dataset.
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Homepage:
uwnlp.github.io
Repository:
github.com
Paper:
Event2Mind: Commonsense Inference on Events, Intents, and Reactions
Point of Contact:
Maarten Sap
Size of downloaded dataset files:
1.24 MB
Size of the generated dataset:
6.90 MB
Total amount of disk used:
8.14 MB
Models trained or fine-tuned on event2Mind

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Updated
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632
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