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Datasets:
coarse_discourse

Tasks:
Text Classification
Sub-tasks: multi-class-classification
Languages: English
Multilinguality: monolingual
Size Categories: 100K<n<1M
Language Creators: found
Annotations Creators: crowdsourced
Source Datasets: original
License: cc-by-4.0
Dataset card Files Community
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title (string)is_self_post (bool)subreddit (string)url (string)majority_link (string)is_first_post (bool)majority_type (string)id_post (string)post_depth (int32)in_reply_to (string)annotations (sequence)
"DTX120: #87 - Nashville"
true
"100movies365days"
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false
"announcement"
"t3_1bx6qw"
-1
""
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"DTX120: #87 - Nashville"
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"DTX120: #87 - Nashville"
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"DTX120: #87 - Nashville"
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"Male, 23 years old. Going for 100 sets!"
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"122cal black currant cheesecake!"
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"122cal black currant cheesecake!"
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"Need help finding a Springfield!"
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"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"none"
false
"question"
"t3_27aan0"
-1
""
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "question", "question", "question" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chyvu0p"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t1_chyvu0p"
false
"appreciation"
"t1_chz3mca"
2
"t1_chyvu0p"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "appreciation", "appreciation", "appreciation" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chyvs0x"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chyvzf5"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chywpkq"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chyx3j2"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chyxlt1"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"answer"
"t1_chz0ouc"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"Recording OSRS with fraps/alternative - need help for a LP over summer"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/27aan0/recording_osrs_with_frapsalternative_need_help/"
"t3_27aan0"
false
"appreciation"
"t1_chz3omp"
1
"t3_27aan0"
{ "annotator": [ "38d643ea0762278cc21958fa2363041d", "d0bf500c45ae7c1c08eb65ef0a4e48f9", "d08f754eceb1c6b25096086067123c3e" ], "link_to_post": [ "", "", "" ], "main_type": [ "appreciation", "appreciation", "elaboration" ] }
"I played 2007scape when it was first released, what's changed since then?"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/289m0u/i_played_2007scape_when_it_was_first_released/"
"none"
false
"question"
"t3_289m0u"
-1
""
{ "annotator": [ "f8484f2bc9b23a4f9dc9f441a85d5747", "440ce79c0e6e377d44b1f9c585154a1f", "1b6842f6994d0e1dd00c2b611793d268" ], "link_to_post": [ "", "", "" ], "main_type": [ "question", "question", "question" ] }
"I played 2007scape when it was first released, what's changed since then?"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/289m0u/i_played_2007scape_when_it_was_first_released/"
"t3_289m0u"
false
"answer"
"t1_ci8sl95"
1
"t3_289m0u"
{ "annotator": [ "f8484f2bc9b23a4f9dc9f441a85d5747", "440ce79c0e6e377d44b1f9c585154a1f", "1b6842f6994d0e1dd00c2b611793d268" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"I played 2007scape when it was first released, what's changed since then?"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/289m0u/i_played_2007scape_when_it_was_first_released/"
"t1_ci8sl95"
false
"elaboration"
"t1_ci8ui3k"
2
"t1_ci8sl95"
{ "annotator": [ "f8484f2bc9b23a4f9dc9f441a85d5747", "440ce79c0e6e377d44b1f9c585154a1f", "1b6842f6994d0e1dd00c2b611793d268" ], "link_to_post": [ "", "", "" ], "main_type": [ "elaboration", "elaboration", "disagreement" ] }
"I played 2007scape when it was first released, what's changed since then?"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/289m0u/i_played_2007scape_when_it_was_first_released/"
"t3_289m0u"
false
"answer"
"t1_ci8ub9d"
1
"t3_289m0u"
{ "annotator": [ "f8484f2bc9b23a4f9dc9f441a85d5747", "440ce79c0e6e377d44b1f9c585154a1f", "1b6842f6994d0e1dd00c2b611793d268" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "answer" ] }
"how to win goblin invasion"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/2fu170/how_to_win_goblin_invasion/"
"none"
false
"question"
"t3_2fu170"
-1
""
{ "annotator": [ "313010445cba4a591e2368269a150e9f", "324ca513dc5b339588057f321278791d", "f8484f2bc9b23a4f9dc9f441a85d5747" ], "link_to_post": [ "", "", "" ], "main_type": [ "question", "question", "question" ] }
"how to win goblin invasion"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/2fu170/how_to_win_goblin_invasion/"
"t3_2fu170"
false
"answer"
"t1_ckcq74l"
1
"t3_2fu170"
{ "annotator": [ "313010445cba4a591e2368269a150e9f", "324ca513dc5b339588057f321278791d", "f8484f2bc9b23a4f9dc9f441a85d5747" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "answer", "humor" ] }
"how to win goblin invasion"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/2fu170/how_to_win_goblin_invasion/"
"t1_ckcq74l"
false
"appreciation"
"t1_ckcz2nz"
2
"t1_ckcq74l"
{ "annotator": [ "313010445cba4a591e2368269a150e9f", "324ca513dc5b339588057f321278791d", "f8484f2bc9b23a4f9dc9f441a85d5747" ], "link_to_post": [ "", "", "" ], "main_type": [ "appreciation", "appreciation", "humor" ] }
"how to win goblin invasion"
true
"2007scape"
"https://www.reddit.com/r/2007scape/comments/2fu170/how_to_win_goblin_invasion/"
"t3_2fu170"
false
"humor"
"t1_ckcpwx7"
1
"t3_2fu170"
{ "annotator": [ "313010445cba4a591e2368269a150e9f", "324ca513dc5b339588057f321278791d", "f8484f2bc9b23a4f9dc9f441a85d5747" ], "link_to_post": [ "", "", "" ], "main_type": [ "answer", "humor", "humor" ] }
End of preview (truncated to 100 rows)

Dataset Card for "coarse_discourse"

Dataset Summary

A large corpus of discourse annotations and relations on ~10K forum threads.

We collect and release a corpus of over 9,000 threads comprising over 100,000 comments manually annotated via paid crowdsourcing with discourse acts and randomly sampled from the site Reddit.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

default

  • Size of downloaded dataset files: 4.42 MB
  • Size of the generated dataset: 43.34 MB
  • Total amount of disk used: 47.76 MB

An example of 'train' looks as follows.

{
    "annotations": {
        "annotator": ["fc96a15ab87f02dd1998ff55a64f6478", "e9e4b3ab355135fa954badcc06bfccc6", "31ac59c1734c1547d4d0723ff254c247"],
        "link_to_post": ["", "", ""],
        "main_type": ["elaboration", "elaboration", "elaboration"]
    },
    "id_post": "t1_c9b30i1",
    "in_reply_to": "t1_c9b2nyd",
    "is_first_post": false,
    "is_self_post": true,
    "majority_link": "t1_c9b2nyd",
    "majority_type": "elaboration",
    "post_depth": 2,
    "subreddit": "100movies365days",
    "title": "DTX120: #87 - Nashville",
    "url": "https://www.reddit.com/r/100movies365days/comments/1bx6qw/dtx120_87_nashville/"
}

Data Fields

The data fields are the same among all splits.

default

  • title: a string feature.
  • is_self_post: a bool feature.
  • subreddit: a string feature.
  • url: a string feature.
  • majority_link: a string feature.
  • is_first_post: a bool feature.
  • majority_type: a string feature.
  • id_post: a string feature.
  • post_depth: a int32 feature.
  • in_reply_to: a string feature.
  • annotations: a dictionary feature containing:
    • annotator: a string feature.
    • link_to_post: a string feature.
    • main_type: a string feature.

Data Splits

name train
default 116357

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

More Information Needed

Citation Information 

@inproceedings{coarsediscourse, title={Characterizing Online Discussion Using Coarse Discourse Sequences}, author={Zhang, Amy X. and Culbertson, Bryan and Paritosh, Praveen}, booktitle={Proceedings of the 11th International AAAI Conference on Weblogs and Social Media}, series={ICWSM '17}, year={2017}, location = {Montreal, Canada} }

Contributions

Thanks to @thomwolf, @lewtun, @jplu for adding this dataset.

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Homepage:
Homepage:
Repository:
github.com
Paper:
Characterizing Online Discussion Using Coarse Discourse Sequences
Size of downloaded dataset files:
4.42 MB
Size of the generated dataset:
43.34 MB
Total amount of disk used:
47.76 MB