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index (int)hashtag (string)segmentation (string)
2,393
MinisterofState
Ministerof State
155,792
PuducherryLoksabhaElections2019
Puducherry Loksabha Elections 2019
27,188
IndiaDeveleopmentDebate
India Develeopment Debate
40,562
LokSabhaSet
Lok Sabha Set
165,722
DeafTalent
Deaf Talent
282,559
Youth4Nation
Youth 4 Nation
190,417
CelebratingIndiasDemocraticFestival
Celebrating Indias Democratic Festival
287,871
yellowVest
yellow Vest
208,260
JhulaDiplomacyFails
Jhula Diplomacy Fails
177,786
RahulkechamchebhiJhutehai
Rahulkechamchebhi Jhutehai
222,802
TCOTKpt2
TCOT Kpt 2
140,827
DrHarshvarsdhan4Delhi
Dr Harshvarsdhan 4 Delhi
130,882
Vote4RamapatiRamTripathi
Vote 4 Ramapati Ram Tripathi
308,400
RememberTerrorAttacksWhenYouVote
Remember Terror Attacks When You Vote
173,969
AmrinderSinghLovely
Amrinder Singh Lovely
171,522
JharkhandElections2019
Jharkhand Elections 2019
242,335
JoyJagannath
Joy Jagannath
268,962
HarChokidaarChorHai
Har Chokidaar Chor Hai
197,155
SouthernStupidity
Southern Stupidity
233,375
HalfLion
Half Lion
328,500
#Thangam
Thangam
327,165
#TheUltimateTest
The Ultimate Test
55,914
17Abril
17 Abril
162,006
TejinderBagga
Tejinder Bagga
5,616
GraphicCapital
Graphic Capital
326,092
FirstLokpal
First Lokpal
305,198
ChowkidarChai
Chowkidar Chai
43,921
MuslimsWithNaMo
Muslims With Na Mo
60,249
HotelPromenade
Hotel Promenade
14,192
RememberRahulWhenYouVote
Remember Rahul When You Vote
126,922
LoveActually
Love Actually
299,602
ParliamentaryAction
Parliamentary Action
63,772
GoldenIndia
Golden India
116,629
UAEwithModi
UA Ewith Modi
114,287
FunMeinHaiVishwas
Fun Mein Hai Vishwas
283,845
KarnatakaByElection2019
Karnataka By Election 2019
47,730
CPIs
CP Is
146,913
ExitPollsResults2018
Exit Polls Results 2018
186,939
OSAAAward
OSAA Award
186,116
DGPHUpdates
DGPH Updates
10,053
SaveTheDreamers
Save The Dreamers
39,212
IdeologicalBattle
Ideological Battle
210,916
IndiraGandhiBhiChorHai
Indira Gandhi Bhi Chor Hai
54,688
LargeCap
Large Cap
155,866
WednesdayTruth
Wednesday Truth
218,471
HaryanaVote4Modi
Haryana Vote 4 Modi
171,846
MannkiBaaat
Mannki Baaat
230,434
AtGuruvayurTemple
At Guruvayur Temple
128,460
RenukasinghBjp4Surguja
Renukasingh Bjp 4 Surguja
114,462
ChiefElectoralOfficerPunjab
Chief Electoral Officer Punjab
328,485
#BEASTFirstLook
BEAST First Look
289,885
PrinciplesOfKarmaByBapuji
Principles Of Karma By Bapuji
223,538
PakistaniMedia
Pakistani Media
16,798
FascistFour
Fascist Four
235,703
RajvirSingh
Rajvir Singh
106,061
BangaloreTdp
Bangalore Tdp
141,745
TOIlet
TO Ilet
316,594
BuildtheDamnWall
Buildthe Damn Wall
239,258
RamDevSoni
Ram Dev Soni
210,650
FakeLaw
Fake Law
264,348
Vote4BJPistoVote4
Vote 4 BJ Pisto Vote 4
257,646
LieMaster
Lie Master
1,084
SanghParvaar
Sangh Parvaar
91,650
BoE
Bo E
114,034
JumlaVikas
Jumla Vikas
38,412
PropertyHint
Property Hint
256,085
NaveenPatnaikInindia
Naveen Patnaik Inindia
166,468
WhyAsaramBapuJiTargeted
Why Asaram Bapu Ji Targeted
255,799
HCBansFlexUse
HC Bans Flex Use
306,360
MainBhiChowkidarphirse
Main Bhi Chowkidarphirse
248,801
CallOfDuty2020
Call Of Duty 2020
149,932
WestIndies
West Indies
150,908
AyengetoModiJiHi
Ayengeto Modi Ji Hi
199,908
ChowkidarImandarhai
Chowkidar Imandarhai
178,808
JhootMuktAmethi
Jhoot Mukt Amethi
29,373
NaMoSelection
Na Mo Selection
194,825
FreeFlynn
Free Flynn
26,884
SaffronSurgeAgain
Saffron Surge Again
188,303
MamthaBanarji
Mamtha Banarji
44,223
goldenTemple
golden Temple
215,620
WorldThisWeek
World This Week
321,966
CongressAreThieves
Congress Are Thieves
35,121
NhsSaveLives
Nhs Save Lives
46,839
BibiRajindraKaurBhatthal
Bibi Rajindra Kaur Bhatthal
108,616
InstantTurnOns
Instant Turn Ons
89,446
RajivAnderson
Rajiv Anderson
146,927
lifekaplanB
lifekaplan B
100,165
EUVotingRights
EU Voting Rights
161,821
LanaodelSur
Lanaodel Sur
18,854
KAPaulFans
KA Paul Fans
66,738
TrendingPicture
Trending Picture
309,793
RemainerAttacks
Remainer Attacks
180,162
ChowkidarNahiPMChuno
Chowkidar Nahi PM Chuno
276,900
NarasimhuniSuddulu
Narasimhuni Suddulu
328,744
#Parvati
Parvati
124,916
MumbaiVotes2019
Mumbai Votes 2019
4,125
MNMPuducherry
MNM Puducherry
194,551
GobindSinghLongowal
Gobind Singh Longowal
47,571
RBIPolicy
RBI Policy
35,855
RepPressley
Rep Pressley
End of preview (truncated to 100 rows)

Dataset Card for HashSet Distant Sampled

Dataset Summary

Hashset is a new dataset consisting on 1.9k manually annotated and 3.3M loosely supervised tweets for testing the efficiency of hashtag segmentation models. We compare State of The Art Hashtag Segmentation models on Hashset and other baseline datasets (STAN and BOUN). We compare and analyse the results across the datasets to argue that HashSet can act as a good benchmark for hashtag segmentation tasks.

HashSet Distant: 3.3M loosely collected camel cased hashtags containing hashtag and their segmentation.

HashSet Distant Sampled is a sample of 20,000 camel cased hashtags from the HashSet Distant dataset.

Languages

Hindi and English.

Dataset Structure

Data Instances

{
  'index': 282559, 
  'hashtag': 'Youth4Nation', 
  'segmentation': 'Youth 4 Nation'
}

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

@article{kodali2022hashset,
  title={HashSet--A Dataset For Hashtag Segmentation},
  author={Kodali, Prashant and Bhatnagar, Akshala and Ahuja, Naman and Shrivastava, Manish and Kumaraguru, Ponnurangam},
  journal={arXiv preprint arXiv:2201.06741},
  year={2022}
}

Contributions

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

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