Datasets:
event2Mind

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

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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

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Languages

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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: a string feature.
Event: a string feature.
Xintent: a string feature.
Xemotion: a string feature.
Otheremotion: a string feature.
Xsent: a string feature.
Osent: a string feature.

Data Splits

name	train	validation	test
default	46472	5401	5221

Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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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",
}