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My favourite food is anything I didn't have to cook myself.
[ 27 ]
eebbqej
Now if he does off himself, everyone will think hes having a laugh screwing with people instead of actually dead
[ 27 ]
ed00q6i
WHY THE FUCK IS BAYLESS ISOING
[ 2 ]
eezlygj
To make her feel threatened
[ 14 ]
ed7ypvh
Dirty Southern Wankers
[ 3 ]
ed0bdzj
OmG pEyToN iSn'T gOoD eNoUgH tO hElP uS iN tHe PlAyOfFs! Dumbass Broncos fans circa December 2015.
[ 26 ]
edvnz26
Yes I heard abt the f bombs! That has to be why. Thanks for your reply:) until then hubby and I will anxiously wait 😝
[ 15 ]
ee3b6wu
We need more boards and to create a bit more space for [NAME]. Then we’ll be good.
[ 8, 20 ]
ef4qmod
Damn youtube and outrage drama is super lucrative for reddit
[ 0 ]
ed8wbdn
It might be linked to the trust factor of your friend.
[ 27 ]
eczgv1o
Demographics? I don’t know anybody under 35 who has cable tv.
[ 6 ]
eel6g5h
Aww... she'll probably come around eventually, I'm sure she was just jealous of [NAME]... I mean, what woman wouldn't be! lol
[ 1, 4 ]
edex4ki
Hello everyone. Im from Toronto as well. Can call and visit in personal if needed.
[ 27 ]
ef83m1s
R/sleeptrain Might be time for some sleep training. Take a look and try to feel out what's right for your family.
[ 5 ]
efh7xnk
[NAME] - same fucking problem, slightly better command of the English language.
[ 3 ]
efdqav7
Shit, I guess I accidentally bought a Pay-Per-View boxing match
[ 3, 12 ]
edivtm3
Thank you friend
[ 15 ]
eeqd04y
Fucking coward.
[ 2 ]
edk0z9k
that is what retardation looks like
[ 27 ]
eeb9aft
Maybe that’s what happened to the great white at Houston zoo
[ 6, 22 ]
eczq8zg
I never thought it was at the same moment, but sometimes after [NAME] sacrifice... sounds logical
[ 6, 9, 27 ]
efdlhs1
i got a bump and a bald spot. i feel dumb <3
[ 12 ]
ee4tgim
You are going to do the dishes now
[ 27 ]
ee7it59
Slowing things down now
[ 27 ]
ed4nz06
His name has already been released. Just can't post it here.
[ 27 ]
ee18uaj
Stupidly stubborn / stubbornly stupid
[ 2 ]
edkh6qo
Mine was apparently [NAME] and the giant peach!
[ 27 ]
edafy84
I miss them being alive
[ 16, 25 ]
ee8mzwa
Super, thanks
[ 15 ]
ef462jc
A new study just came out from China that it's actually too late.
[ 27 ]
ee62fgk
Troll, bro. They know they're saying stupid shit. The motherfucker does nothing but stink up libertarian subs talking shit
[ 2 ]
eebcbcp
All sounds possible except the key, I can't see how it was missed in the first search.
[ 6 ]
ed7wf2c
Your aunt has some damn nerve, though!
[ 27 ]
edmcxu7
Ok, then what the actual fuck is your plan?
[ 2, 7 ]
ee7ujla
What does FPTP have to do with the referendum?
[ 6 ]
edtqqyi
Happy to be able to help.
[ 17 ]
efeu6uo
18 is hot but very bland, it's just here this blonde lady who is not as hot as blonde launch.
[ 27 ]
ef81n89
Famous for his 3-4 Defense
[ 0 ]
ednhqdr
Pretty sure I’ve seen this. He swings away with the harness he is wearing. Still looks painful but I think he lives
[ 25 ]
ed0i62x
When I feel down I listen to music.
[ 27 ]
ed6mn9k
aw, thanks! I appreciate that!
[ 0, 15 ]
eecj1hh
Thanks! I love watching him every week
[ 15, 18 ]
eexgn84
I read on a different post that he died shortly after of internal injuries.
[ 16, 27 ]
ed2wzm6
Honestly it sounds exhausting being married to him. Maybe it will be better for you in the long run.
[ 27 ]
ef7hdbf
It's crazy how far Photoshop has come. Underwater bridges?!! NEVER!!!
[ 7, 13 ]
efanc6t
I wouldn't let a sweet potato dictate decisions, ever.
[ 10 ]
eddo15s
It's true though. He either gets no shirt and freezes to death or wears a stupid looking butchers cape. I hope he gets something better next season
[ 20 ]
edrbhky
It's a better option because it's my life and none of your business? Lmfao, who are you
[ 27 ]
ednnkuc
Sack, shaft, and tip. The trifecta.
[ 27 ]
edly6hm
I know. My question was if they **used** to compete in T5-TTT2.
[ 27 ]
efdj3ai
FBI!! OPEN UP!!!
[ 27 ]
eebp801
Should’ve dumped coke all over her right after the movie, and make a run for it. Fk pettiness
[ 27 ]
eer0jny
You can always kneel.
[ 4 ]
eek294p
Cheers, sololander!
[ 27 ]
eex7fm9
Very interesting. Thx
[ 13, 15 ]
eeb757w
This isn't really wholesome
[ 10 ]
edo2jop
your mom likes to copy me cause she has no creativity just like you:
[ 27 ]
edq7cts
Lord help me I want to be a mod again. So many damn trolls here
[ 27 ]
eez8y80
Oh holy heck :/
[ 27 ]
eezr0f2
Thanks DB, I'll see if I can find the book
[ 15 ]
eejcgvu
LOL. Super cute!
[ 0, 1 ]
ed7nnui
I just shit my pants. Then walk away. Embarrassing enough he won't press or follow you.
[ 12 ]
eduyz3m
WHAT ARE YOU DOIN [NAME]?
[ 27 ]
eeq6eor
This...has 9k upvotes. Wow.
[ 13 ]
edc6qjp
[NAME] sees all
[ 27 ]
ef14a5b
Awesome. Thanks!
[ 0, 15 ]
eeezvpp
Wait. What. How?
[ 27 ]
edld84l
And then they say, “HAHAHAHHA IT WAS RIGHT THERE WOW!”
[ 1 ]
edk90ck
Aww, try mindfulness. I think I am going over to that sub now.
[ 27 ]
ed6srlg
Twilight... STILL a better love story than The Last Jedi!
[ 0 ]
edjhcfz
Detective from svu.
[ 27 ]
eed7igj
Good for #70 to console the poor guy
[ 0, 5 ]
edhjzs4
The republicans are the military. You are an idiot.
[ 3 ]
eepirny
Don't kiss your doorbell! Or anyone else's for that matter...
[ 27 ]
edcymd0
Just got home from school. How are we doing
[ 27 ]
eemw6fm
This pic they used for [NAME] makes her look like [NAME]
[ 27 ]
ef9vgnx
Awesome! I’m a cradle [RELIGION], so really interesting to hear your experience. Thanks for sharing.
[ 0, 13, 15 ]
eellryt
What a wonderful world
[ 0 ]
ed8g95h
Never get out of the boat.
[ 27 ]
ecztuhs
just noticed, lol. damn pervert foreigners.
[ 1 ]
ed4ji7m
Oh forgive us for trying to make an exciting atmosphere at our homecourt.
[ 13 ]
ed4qloq
true I am a troll, but fortunately for me I'm not emotionally invested in it.
[ 4 ]
edh8gc6
sorry [NAME]! 😘😘😘
[ 25 ]
edqmmr8
At least it’s not anything worse, and that you are still close to that person :)
[ 4 ]
edafxhi
This is the first person Australia has tried to do this to...
[ 27 ]
efeejq2
my brain hurts...
[ 25 ]
eddpp1t
Thank you for at least doing something good sir.
[ 0, 15 ]
eebztt2
He was off by 5 minutes, not impressed.
[ 9 ]
eeaae3c
Sometimes life actually hands you lemons. We're just lucky that we have a proverbial phrase that gives us an idea of what we can do with them.
[ 4, 22 ]
edq63yi
People on the other side want you dead no matter why you are there.
[ 27 ]
ef4mcnv
Pay you for what, just standing there? Done.
[ 4 ]
eer6cua
Cleavage: Nature's Brass Catcher.
[ 27 ]
edckr7q
Apologies, I take it all back as I’ve just seen his latest effort
[ 24 ]
edzprws
I love Rocket Love and Blasted. I just wonder who the songs were written for because these are all reference tracks except Acura Intergul
[ 18 ]
ednh28o
okay im interested in joining the bare hands hunting posse
[ 4 ]
ef71l7o
Damn for that much you may as well use a mobile plan unless you're doing something latency sensitive.
[ 27 ]
efch84n
I think the 90 day rule applies to increases over 5%?
[ 7 ]
efae8sy
If they bolt its a feature.
[ 27 ]
edpcbde
So this means the people who have debt can see those that don’t. Am I sensing an easier target for muggings and such?
[ 7 ]
ees00ae
Skynet has really lost its edge
[ 27 ]
efcvc5p

Dataset Card for GoEmotions

Dataset Summary

The GoEmotions dataset contains 58k carefully curated Reddit comments labeled for 27 emotion categories or Neutral. The raw data is included as well as the smaller, simplified version of the dataset with predefined train/val/test splits.

Supported Tasks and Leaderboards

This dataset is intended for multi-class, multi-label emotion classification.

Languages

The data is in English.

Dataset Structure

Data Instances

Each instance is a reddit comment with a corresponding ID and one or more emotion annotations (or neutral).

Data Fields

The simplified configuration includes:

  • text: the reddit comment
  • labels: the emotion annotations
  • comment_id: unique identifier of the comment (can be used to look up the entry in the raw dataset)

In addition to the above, the raw data includes:

  • author: The Reddit username of the comment's author.
  • subreddit: The subreddit that the comment belongs to.
  • link_id: The link id of the comment.
  • parent_id: The parent id of the comment.
  • created_utc: The timestamp of the comment.
  • rater_id: The unique id of the annotator.
  • example_very_unclear: Whether the annotator marked the example as being very unclear or difficult to label (in this case they did not choose any emotion labels).

In the raw data, labels are listed as their own columns with binary 0/1 entries rather than a list of ids as in the simplified data.

Data Splits

The simplified data includes a set of train/val/test splits with 43,410, 5426, and 5427 examples respectively.

Dataset Creation

Curation Rationale

From the paper abstract:

Understanding emotion expressed in language has a wide range of applications, from building empathetic chatbots to detecting harmful online behavior. Advancement in this area can be improved using large-scale datasets with a fine-grained typology, adaptable to multiple downstream tasks.

Source Data

Initial Data Collection and Normalization

Data was collected from Reddit comments via a variety of automated methods discussed in 3.1 of the paper.

Who are the source language producers?

English-speaking Reddit users.

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

Annotations were produced by 3 English-speaking crowdworkers in India.

Personal and Sensitive Information

This dataset includes the original usernames of the Reddit users who posted each comment. Although Reddit usernames are typically disasociated from personal real-world identities, this is not always the case. It may therefore be possible to discover the identities of the individuals who created this content in some cases.

Considerations for Using the Data

Social Impact of Dataset

Emotion detection is a worthwhile problem which can potentially lead to improvements such as better human/computer interaction. However, emotion detection algorithms (particularly in computer vision) have been abused in some cases to make erroneous inferences in human monitoring and assessment applications such as hiring decisions, insurance pricing, and student attentiveness (see this article).

Discussion of Biases

From the authors' github page:

Potential biases in the data include: Inherent biases in Reddit and user base biases, the offensive/vulgar word lists used for data filtering, inherent or unconscious bias in assessment of offensive identity labels, annotators were all native English speakers from India. All these likely affect labelling, precision, and recall for a trained model. Anyone using this dataset should be aware of these limitations of the dataset.

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

Researchers at Amazon Alexa, Google Research, and Stanford. See the author list.

Licensing Information

The GitHub repository which houses this dataset has an Apache License 2.0.

Citation Information

@inproceedings{demszky2020goemotions, author = {Demszky, Dorottya and Movshovitz-Attias, Dana and Ko, Jeongwoo and Cowen, Alan and Nemade, Gaurav and Ravi, Sujith}, booktitle = {58th Annual Meeting of the Association for Computational Linguistics (ACL)}, title = {{GoEmotions: A Dataset of Fine-Grained Emotions}}, year = {2020} }

Contributions

Thanks to @joeddav for adding this dataset.

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