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index (int32)hashtag (string)segmentation (string)alternatives (sequence)
0
"Typo3"
"Typo3"
{ "segmentation": [ "TYPO3" ] }
1
"KolacheFactory"
"Kolache Factory"
{ "segmentation": [] }
2
"moanmondays"
"moan mondays"
{ "segmentation": [] }
3
"semantic"
"semantic"
{ "segmentation": [] }
4
"babypunch"
"baby punch"
{ "segmentation": [] }
5
"flossylove"
"flossy love"
{ "segmentation": [] }
6
"justsayin"
"just sayin"
{ "segmentation": [] }
7
"Logies"
"Logies"
{ "segmentation": [ "logies" ] }
8
"football3s"
"football 3s"
{ "segmentation": [] }
9
"prosehos"
"prose hos"
{ "segmentation": [ "prosehos" ] }
10
"blisters"
"blisters"
{ "segmentation": [] }
11
"homebirth"
"home birth"
{ "segmentation": [] }
12
"Continental"
"Continental"
{ "segmentation": [] }
13
"kentuckyderby"
"kentucky derby"
{ "segmentation": [] }
14
"iPhoneForAlonis"
"iPhone For Alonis"
{ "segmentation": [] }
15
"gr8conf"
"gr8conf"
{ "segmentation": [ "gr8 conf", "GR8Conf" ] }
16
"TWELVE"
"TWELVE"
{ "segmentation": [] }
17
"follow"
"follow"
{ "segmentation": [] }
18
"nobitchassnessfriday"
"no bitchassness friday"
{ "segmentation": [ "no bitchass ness friday", "no bitch assness friday" ] }
19
"openspacecode"
"openspacecode"
{ "segmentation": [ "open space code", "OpenSpace code" ] }
20
"thegreenteen"
"the green teen"
{ "segmentation": [] }
21
"medifast"
"medifast"
{ "segmentation": [] }
22
"Geek"
"Geek"
{ "segmentation": [] }
23
"Liverpool"
"Liverpool"
{ "segmentation": [] }
24
"phpvikinger"
"php vikinger"
{ "segmentation": [] }
25
"xenocide"
"xenocide"
{ "segmentation": [] }
26
"campcourage"
"camp courage"
{ "segmentation": [] }
27
"stillnotreadyfor100degreeweatherbutluvPhx"
"still not ready for 100 degree weather but luv Phx"
{ "segmentation": [] }
28
"McFly"
"McFly"
{ "segmentation": [] }
29
"SharePoint"
"SharePoint"
{ "segmentation": [] }
30
"LemonTree"
"Lemon Tree"
{ "segmentation": [] }
31
"ccnet"
"ccnet"
{ "segmentation": [ "CCNet" ] }
32
"hamthrax"
"hamthrax"
{ "segmentation": [ "Hamthrax" ] }
33
"PeopleBrowsr"
"People Browsr"
{ "segmentation": [ "people browsr", "PeopleBrowsr" ] }
34
"maddie"
"maddie"
{ "segmentation": [] }
35
"sota09"
"sota 09"
{ "segmentation": [] }
36
"sagepay"
"sage pay"
{ "segmentation": [] }
37
"unfollow"
"unfollow"
{ "segmentation": [] }
38
"london2009"
"london 2009"
{ "segmentation": [] }
39
"charitytuesday"
"charity tuesday"
{ "segmentation": [] }
40
"ItsGrimUpNorth"
"Its Grim Up North"
{ "segmentation": [ "It s Grim Up North" ] }
41
"elementsc"
"element sc"
{ "segmentation": [] }
42
"twares"
"twares"
{ "segmentation": [] }
43
"steviewonder"
"stevie wonder"
{ "segmentation": [ "Stevie wonder" ] }
44
"fartingloud"
"farting loud"
{ "segmentation": [] }
45
"beerfriday"
"beer friday"
{ "segmentation": [] }
46
"jonaslive"
"jonas live"
{ "segmentation": [ "Jonas live" ] }
47
"vegas"
"vegas"
{ "segmentation": [ "Vegas" ] }
48
"appstore"
"appstore"
{ "segmentation": [ "app store" ] }
49
"PUGHUG"
"PUG HUG"
{ "segmentation": [ "pug hug" ] }
50
"nerdprom"
"nerd prom"
{ "segmentation": [] }
51
"otalia"
"otalia"
{ "segmentation": [ "Otalia" ] }
52
"girlcrush"
"girl crush"
{ "segmentation": [] }
53
"Hunchback"
"Hunchback"
{ "segmentation": [] }
54
"trafficza"
"traffic za"
{ "segmentation": [] }
55
"writechat"
"writechat"
{ "segmentation": [ "WriteChat", "write chat" ] }
56
"codecompletion"
"code completion"
{ "segmentation": [] }
57
"magic"
"magic"
{ "segmentation": [] }
58
"cartoonavie"
"cartoon avie"
{ "segmentation": [] }
59
"HsvTweetup"
"Hsv Tweetup"
{ "segmentation": [] }
60
"stc09"
"stc09"
{ "segmentation": [ "stc 09" ] }
61
"wishiwasinLA"
"wish i was in LA"
{ "segmentation": [ "wish I was in LA" ] }
62
"Prabhakaran"
"Prabhakaran"
{ "segmentation": [] }
63
"lions2009"
"lions 2009"
{ "segmentation": [ "Lions 2009" ] }
64
"dongle"
"dongle"
{ "segmentation": [] }
65
"heartballoon"
"heart balloon"
{ "segmentation": [] }
66
"spymaster"
"spymaster"
{ "segmentation": [] }
67
"UFC97"
"UFC97"
{ "segmentation": [ "UFC 97" ] }
68
"twittermusical"
"twitter musical"
{ "segmentation": [] }
69
"COBOL"
"COBOL"
{ "segmentation": [] }
70
"familyhistory"
"family history"
{ "segmentation": [] }
71
"webdu"
"webdu"
{ "segmentation": [ "webDU", "web du" ] }
72
"makerfaire"
"maker faire"
{ "segmentation": [] }
73
"sleep"
"sleep"
{ "segmentation": [] }
74
"Bruins"
"Bruins"
{ "segmentation": [] }
75
"whatcotyisnotdoing"
"what coty is not doing"
{ "segmentation": [ "what COTY is not doing" ] }
76
"qanda"
"q and a"
{ "segmentation": [ "Q and A" ] }
77
"starwars"
"star wars"
{ "segmentation": [ "Star Wars" ] }
78
"auremix"
"au remix"
{ "segmentation": [] }
79
"phillycodecamp"
"philly code camp"
{ "segmentation": [] }
80
"3wordsaftersex"
"3 words after sex"
{ "segmentation": [] }
81
"spoonies"
"spoonies"
{ "segmentation": [] }
82
"gfree"
"gfree"
{ "segmentation": [ "Gfree", "g free" ] }
83
"bacon"
"bacon"
{ "segmentation": [] }
84
"lostthegame"
"lost the game"
{ "segmentation": [] }
85
"DRWHO"
"DR WHO"
{ "segmentation": [] }
86
"electrohouse"
"electro house"
{ "segmentation": [] }
87
"eurovision"
"eurovision"
{ "segmentation": [] }
88
"Letmego"
"Let me go"
{ "segmentation": [] }
89
"3aaah"
"3 aaah"
{ "segmentation": [] }
90
"bck5"
"bck5"
{ "segmentation": [] }
91
"MusicMonday"
"Music Monday"
{ "segmentation": [ "music monday" ] }
92
"vitaminwater"
"vitamin water"
{ "segmentation": [] }
93
"symp09"
"symp 09"
{ "segmentation": [ "SYMP 09", "symp09" ] }
94
"dissertation"
"dissertation"
{ "segmentation": [] }
95
"Nambu"
"Nambu"
{ "segmentation": [] }
96
"asylum"
"asylum"
{ "segmentation": [] }
97
"thegreendeath"
"the green death"
{ "segmentation": [] }
98
"bittorrent"
"bit torrent"
{ "segmentation": [ "bittorrent", "Bit Torrent" ] }
99
"omgimpatient"
"omg impatient"
{ "segmentation": [ "OMG impatient" ] }
End of preview (truncated to 100 rows)
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Dataset Card for STAN Small

Dataset Summary

Manually Annotated Stanford Sentiment Analysis Dataset by Bansal et al..

Languages

English

Dataset Structure

Data Instances

{
    "index": 300,
    "hashtag": "microsoftfail",
    "segmentation": "microsoft fail",
    "alternatives": {
        "segmentation": [
            "Microsoft fail"
        ]
    }
}

Data Fields

  • index: a numerical index.
  • hashtag: the original hashtag.
  • segmentation: the gold segmentation for the hashtag.
  • alternatives: other segmentations that are also accepted as a gold segmentation.

Although segmentation has exactly the same characters as hashtag except for the spaces, the segmentations inside alternatives may have characters corrected to uppercase.

Dataset Creation

  • All hashtag segmentation and identifier splitting datasets on this profile have the same basic fields: hashtag and segmentation or identifier and segmentation.

  • The only difference between hashtag and segmentation or between identifier and segmentation are the whitespace characters. Spell checking, expanding abbreviations or correcting characters to uppercase go into other fields.

  • There is always whitespace between an alphanumeric character and a sequence of any special characters ( such as _ , :, ~ ).

  • If there are any annotations for named entity recognition and other token classification tasks, they are given in a spans field.

Additional Information

Citation Information

@misc{bansal2015deep,
      title={Towards Deep Semantic Analysis Of Hashtags}, 
      author={Piyush Bansal and Romil Bansal and Vasudeva Varma},
      year={2015},
      eprint={1501.03210},
      archivePrefix={arXiv},
      primaryClass={cs.IR}
}

Contributions

This dataset was added by @ruanchaves while developing the hashformers library.

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