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21767
disaster_events
drd-figureeight-multimedia
Staff at our feeding centre say chronic malnourishment can cause long-term developmental damage and is often difficult to spot in Afghanistan because while children's faces may look reasonably healthy their bodies are wasting away.
en
1
requests_or_needs
324921639701716993
2013_west_texas
crisislext6
@johnnyjeff05 you comin down for the summer semesters right
en
1
not_humanitarian
262348997677686785
2012_sandy_hurricane-ontopic
crisislext6
@Nooram_M yea it's upstate I'm like a few hours away.
en
1
not_humanitarian
508341453676756992
2014_pakistan_floods
crisisnlp-cf
RT @GDLanglands: Teach every Pakistani that it is not enough to solve our own personal problems, country's problems are our problems too. H…
en
1
not_humanitarian
540037166374866944
2014_philippines_typhoon
crisisnlp-cf
RT @TedWinnerCNN: Stay with @CNN for live cvg as Typhoon Hagupit slams into Philippines, huge storm surge expected, 600k + evacuated. http:…
en
1
displaced_and_evacuations
296874290358390785
2013_queensland_floods-ontopic
crisislext6
All the details on the Tourism Minister's whirlwind trip to #mackay and the #whitsundays #7localnews at 6pm
en
1
not_humanitarian
18883
disaster_events
drd-figureeight-multimedia
The French Emergency Response Unit is active along the northeast coast, providing water to 14,000 IDPs in 10 camps (in Samalanga).
en
1
requests_or_needs
24681
disaster_events
drd-figureeight-multimedia
In Killinochchi Oxfam will start a campaign to get public support to construct compost toilets in villages.
en
1
requests_or_needs
592913370891886592
2015_nepal_earthquake
crisisnlp-volunteers
#Kashmiris in #Nepal say Indian authorities left them unattended http://t.co/R7wSAfpJwD��_
en
NA
not_humanitarian
591902867637678081
2015_nepal_earthquake
crisisnlp-cf
RT @OCHAAsiaPac: Some 70,000 houses estimated to be destroyed and 530,000 damaged during the #NepalQuake: http://t.co/1LK4f9JCva http://t.c‰Û_
en
NA
infrastructure_and_utilities_damage
451300025834827777
2014_chile_earthquake
crisisnlp-volunteers
If a tsunami wave is going to hit Hawaii as a result of Tuesday's magnitude 8.2 quake in Chile, it should happen around 9:30 a.m. Eastern
en
NA
caution_and_advice
327892034650255360
2013_bangladesh_savar-building-collapse
crisislext26
RT @big_picture: Factory collapse in Bangladesh: photos of destruction, despair, rescue - http://t.co/uZVLvZ0yqo #photojournalism
en
1
infrastructure_and_utilities_damage
325113236926103552
2013_boston_bombings-ontopic
crisislext6
@Brandeness @qqueenb that's subjective lol. Usually I'd argue the most morally sound people
en
1
not_humanitarian
324582393770037248
2013_west_texas
crisislext6
The DM I sent oomf
en
1
not_humanitarian
910242983676608512
hurricane_irma
crisismmd
CR 218 bridge is closed, after Black Creek flooded during Hurricane Irma. Live at 5. @ActionNewsJax https://t.co/MDbNr7HnTh
en
NA
infrastructure_and_utilities_damage
378195434033782784
2013_colorado_floods
crisislext26
#boulder I hope you're okay. #boulderflood
en
1
sympathy_and_support
591903256063815680
2015_nepal_earthquake
crisisnlp-cf
Please retweet! Clean Water for Nepal! follow this link http://t.co/WNOouka4Ix #MondayMotivation #NepalQuake http://t.co/ujcM9hhjSO
en
NA
donation_and_volunteering
498498142774382592
2014_india_floods
crisisnlp-cf
RT @Aghorii2: #RapeJihad in UP continues. #FaizabadGangRape 17 year old Hindu girl Gang Raped and killed @HDLindiaOrg http://t.co/BL6vGoXj28
en
0.9893038868904114
injured_or_dead_people
324582733718384640
2013_boston_bombings-ontopic
crisislext6
Spring has finally sprung. Dropping boys at Lax. (@ Gillette Stadium) http://t.co/rzZGbYvpSS Jealous they are going on Pats field.
en
1
not_humanitarian
346507647656267776
2013_singapore_haze
crisislext26
RT @alvarofong: If only we could transform all the haze in Singapore to cold, fresh mist. Ahhh, that would be amazing.
en
1
not_humanitarian
916351632287215616
hurricane_maria
crisismmd
#startup Elon Musk: Tesla can help fix Puerto Rico's ruined electrical grid https://t.co/hO04xcIB1I #elonmusk https://t.co/XGLnJQEMlT
en
NA
donation_and_volunteering
18756
disaster_events
drd-figureeight-multimedia
Floodwater in the area is passing through 30 small bridges built over the waterway serving as stormwater drain.
en
1
infrastructure_and_utilities_damage
870295706384318464
srilanka_floods
crisismmd
RT @BangkokPostNews: Rohingya refugee hovels flattened by Cyclone Mora https://t.co/7D0G7cKT8i https://t.co/qmmNEIgHUJ
en
NA
infrastructure_and_utilities_damage
476572897126150144
2014-2015_worldwide_landslides
crisisnlp-volunteers
Now Playing, Sprague Brothers ��� Battle of the Bands from Let the Chicks Fall Where They May #music #Rock
en
NA
not_humanitarian
325123546265317376
2013_boston_bombings-ontopic
crisislext6
Get me the fuck out of this city!!!!!!
en
1
not_humanitarian
905133260526714880
hurricane_harvey
crisismmd
἟9἟7 Turks in Texas care ὄF Turkish-Americans continue helping those who were affected by #Harvey ὤF https://t.co/rGiLYV2vJx
en
NA
donation_and_volunteering
2191
disaster_events
drd-figureeight-multimedia
We have no food or water. Please come to Carrefour. Save us
en
1
requests_or_needs
592703879604744192
2015_nepal_earthquake
crisisnlp-volunteers
So glad you are safe and sound. https://t.co/BX34xr2mHO
en
NA
not_humanitarian
353706306445647872
2013_canada_lac-megantic-train-crash
crisislext26
RT @VirginRadio96: Thoughts & prayers for Lac Mégantic. 1 dead, 80 still missing...
en
1
sympathy_and_support
262931583491796992
2012_sandy_hurricane-ontopic
crisislext6
First tree down. @ Clinton Hill, Brooklyn http://t.co/AePe0uwu
en
1
not_humanitarian
348133653517303808
2013_alberta_floods
crisislext26
RT @KaleighRogers: A 15-year-old High River boy is missing due to the flood. Call police if you see Eric St. Denis #abflood #yycflood http:…
en
1
affected_individual
263069204410953728
2012_sandy_hurricane-ontopic
crisislext6
Is the sharks in New Jersey for real or a hoax?!
en
1
not_humanitarian
591903214775115777
2015_nepal_earthquake
crisisnlp-cf
Nepal Earthquake Toll Could Reach 10,000, Government on 'War Footing': PM Sushil Koirala: The death toll in Ne... http://t.co/eiXbL9IyRl
en
NA
injured_or_dead_people
325028348055142402
2013_west_texas
crisislext6
every song somehow reminds me of you
en
1
not_humanitarian
3486
disaster_events
drd-figureeight-multimedia
in the road ducoste behind the plaza there are about 20 people who don't have water or food. please help them
en
1
requests_or_needs
542028536224428032
2014_philippines_typhoon-hagupit
crisisnlp-volunteers
Typhoon Hagupit: Singapore Red Cross Deploys Team, Donates Over US$45000 - Bernama http://t.co/vt9Q58Byor #sgbr... http://t.co/NWoMHF6bmy
en
NA
response_efforts
12818
disaster_events
drd-figureeight-multimedia
@Rockaway100 : @redcrossny @fema Rockaway has been devastated and is in dire need of assistance with first aid supplies and basic necessities
en
1
requests_or_needs
722335858825629696
disaster_events
aidr_system
"Dateline’s episode Rebuilding Nepal airs tonight on SBS at 9.30pm - Long Road to recovery https://t.co/lb9kAsdMNp"
en
NA
not_humanitarian
326781516921307136
2013_west_texas
crisislext6
@Xman813: @JakeV_BU13 I be omw when my pop corn is done! Ill be at the bank like get this cash off me!
en
1
not_humanitarian
390011061044117504
2013_bohol_earthquake
crisislext26
RT @veabomed: I don't know what to say. #PrayForVisayas
en
1
sympathy_and_support
337769277732057088
2013_oklahoma_tornado-ontopic
crisislext6
@jackwkinsey offsides in hockey is like offsides in soccer. Icing is more like cherry picking
en
1
not_humanitarian
575778084219125760
2015_vanuatu_cyclone
crisisnlp-cf
RT @NewstalkZB: PHOTOS: Devastation in Vanuatu from Cyclone Pam http://t.co/HFWA0ILQaK
en
NA
infrastructure_and_utilities_damage
930501165887959041
iraq_iran_earthquake
crisismmd
#Iran calls off earthquake rescue, shifts to providing aid for thousands left homeless https://t.co/p9VMVDkB4u https://t.co/cDwm9x1ik3
en
NA
donation_and_volunteering
296191681760464897
2013_queensland_floods-ontopic
crisislext6
Haha very good @gavspartan didn't click to what you were on about!! #GreekGodsfearme
en
1
not_humanitarian
326189591440814080
2013_west_texas
crisislext6
Ima start telling these girls to bring them so food when they come over my house cause everytime we smoke, she always in my damn kitchen lol
en
1
not_humanitarian
297197785193791488
2013_queensland_floods-ontopic
crisislext6
@Melpomuse @simonpalomares You 2 are both in Melbourne, and r both wogs! :) Si created WOGS OUT OF WORK. You should meet! #ishouldbeanagent
en
1
not_humanitarian
262375012001001472
2012_sandy_hurricane-ontopic
crisislext6
A much needed roomie night out @AndreaDruml @Ali_Jane322 @kris10wood @nora @tom
en
1
not_humanitarian
476572032000196610
2014-2015_worldwide_landslides
crisisnlp-volunteers
if Miley Cyrus vs. Selena Gomez is happening, Miley is gonna win by a landslide lol. Selena doesn't have a chance
en
NA
not_humanitarian
233236378719236098
2012_philipinnes_floods
crisislext26
RT @ericingalla: Marcos Hiway near Filinvest -still not passable to light vehicles, flood water about 3ft deep.. #floodsPH @MMDA
en
0.9677280783653259
infrastructure_and_utilities_damage
511439415541919744
2014_mexico_hurricane-odile
crisisnlp-cf
RT @stevemacweather: Odile might be weakening, but dangerous & deadly rains are still expected. 5-10 possible in the SW United States. h…
en
NA
caution_and_advice
348946658672906240
2013_alberta_floods-ontopic
crisislext6
So many diapers. I fucking love my city. @ Lakeview Community Hall http://t.co/TiIIzGdXe1
en
1
not_humanitarian
541853513240690688
2014_philippines_typhoon-hagupit
crisisnlp-volunteers
im getting really nervous #RubyPH
en
NA
not_humanitarian
498512318221672448
2014_india_floods
crisisnlp-cf
THE NATIONAL WEATHER SERVICE IN NORTHERN INDIANA HAS ISSUED AN FLOOD ADVISORY FOR WABASH COUNTY UNTIL 2:30 PM. http://t.co/x6wDR8YrtR
en
1
caution_and_advice
390131466912292864
2013_bohol_earthquake
crisislext26
At least 93 people dead after 7.2 earthquake hits central Philippines | Fox News http://t.co/cfCxncJKLM via @foxnews #coe215
en
1
affected_individual
296930836404637696
2013_queensland_floods-ontopic
crisislext6
As new ladies black heels shoes size 7 $15.00 Robina http://t.co/x5p0PmEN
en
1
not_humanitarian
349422945325690881
2013_alberta_floods-ontopic
crisislext6
And we really don't have time to discuss it, Axlon interrupted. I've alerted the mechanics to start #removing the mark
en
1
not_humanitarian
382835659867963392
2013_pakistan_earthquake
crisisnlp-cf
The destruction in Labach, a village in #Awaran district. 3 ppl were killed and 52 injured http://t.co/0YY6fgKaC4
en
1
injured_or_dead_people
460
disaster_events
drd-figureeight-multimedia
Please We need help at the Altidor Center at Thomassin 32.
en
1
requests_or_needs
327988307751493632
2013_west_texas
crisislext6
Perkins funny as hell man, I miss him
en
1
not_humanitarian
626694556403286018
disaster_events
aidr_system
"A cyclone set to hit the Bangladesh coast later Thursday has already killed three people and forced the evacuation… http://t.co/qLhvq6vPjs"
en
NA
injured_or_dead_people
324300115969974273
2013_boston_bombings-ontopic
crisislext6
@shelby_snapshot is making me a yummy southern dinner nomz
en
0.9789460301399231
not_humanitarian
338842571927334912
2013_oklahoma_tornado-ontopic
crisislext6
Apparently it depends who you're seeing the movie with I suppose.
en
1
not_humanitarian
326397702139174912
2013_west_texas
crisislext6
So proud of SIGHT members who defended global health honors theses this week! Simar, Robert, Alex, Jolene, Stephanie http://t.co/ZR9cboBpZH
en
1
not_humanitarian
592631394410614784
2015_nepal_earthquake
crisisnlp-volunteers
FCO warns against 'all but essential' travel to Nepal (http://t.co/Hg0KSlIk2A) http://t.co/lpHqX2mXdI http://t.co/9nCwcj2aG0
en
NA
response_efforts
541819724699422720
2014_philippines_typhoon-hagupit
crisisnlp-volunteers
#RubyPH now downgraded to a Tropical Storm. Good to hear. But still make sure you stay safe. Don't go out if you don't need to.
en
NA
not_humanitarian
325255287416164353
2013_boston_bombings-ontopic
crisislext6
@MattLeonard01 that made no sense ? please leave
en
1
not_humanitarian
642059788013150208
disaster_events
aidr_system
"A 2006 Toyota Corolla was just scanned near Oakdale, NY 11769 http://t.co/Pa268hmek6 #AreYouTheOne #vinnyapp #vinny"
en
NA
not_humanitarian
396346297164107776
2013_la_airport-shootings
crisislext26
RT @BHScanner: LAX: 1 TSA agent dead. Shooter dead. 3+ TSA agents injured at UCLA Hosp. Bomb Squad en rte. Fluid situation. #MyDayInLA
en
1
affected_individual
323884814983909376
2013_boston_bombings-ontopic
crisislext6
@MaiAlwohaibi are you home?? Are you okay??
en
1
not_humanitarian
296443394010517504
2013_queensland_floods-ontopic
crisislext6
@invig There is no IPC protocol at all for iOS right now. Zero. At the moment, any inter-app is done purely via URLs.
en
1
not_humanitarian
573794230310674432
2014-2015_worldwide_landslides
crisisnlp-volunteers
@claradelle sweet anniversaire ��_���
en
NA
not_humanitarian
593013056503939073
2015_nepal_earthquake
crisisnlp-volunteers
I hope you guys have reached Sindhupalchowk. Good luck. #nepalrelief #nepalquake https://t.co/mv7yd9Dxrg
en
NA
response_efforts
542298776845963265
2014_philippines_typhoon-hagupit
crisisnlp-volunteers
Always take care. ��Ӊ�Ӊ��#rubyph#philippines#pray http://t.co/pw8vgmBtdV
en
NA
not_humanitarian
324259463513137154
2013_boston_bombings-ontopic
crisislext6
I got every reason to feel like I'm that bitch #beyonce
en
1
not_humanitarian
910615577915310081
mexico_earthquake
crisismmd
Mexico City Earthquake Should Raise Questions About Building Safety https://t.co/xzpxEUjfUU https://t.co/EGWcGzJjyH
en
NA
not_humanitarian
541457179526447104
2014_philippines_typhoon-hagupit
crisisnlp-volunteers
@marizumali take care po ate Mariz.. #RubyPH
en
NA
not_humanitarian
4873
disaster_events
drd-figureeight-multimedia
HELP DIGI, WE ARE SO HUNGRY IN JACMEL, NOT EVERYBODY FOND FOOD TO EAT,SEND ME A CARD PLEASE
en
1
requests_or_needs
905255528573624320
hurricane_harvey
crisismmd
⚠️pleas bring these supplies!!!!! everything will be donated to those impacted by hurricane harvey⚠️ https://t.co/9VvuvzWQ8L
en
NA
donation_and_volunteering
325128333052493824
2013_boston_bombings-ontopic
crisislext6
Whoa, really low-flying helicopter just flew over in JP.
en
1
not_humanitarian
323853806838362113
2013_boston_bombings-ontopic
crisislext6
I could tell you was into from my instant chemistry
en
1
not_humanitarian
339063792497463298
2013_oklahoma_tornado-ontopic
crisislext6
Those who excel in it seldom excel in anything else but excuses
en
1
not_humanitarian
904910111692423168
hurricane_harvey
crisismmd
SPCA of Texas: In need of financial donations and foster volunteers https://t.co/rgh4jEywLQ https://t.co/BJj9sVWBCn
en
NA
donation_and_volunteering
7592
disaster_events
drd-figureeight-multimedia
We are in laine du Culd de Sac and no one come to give us AID
en
1
requests_or_needs
542004973668548609
2014_philippines_typhoon-hagupit
crisisnlp-volunteers
Was so worried for the families of my Philipino friends because of Hurricane Hagupit but apparently it is not as severe as first expected.
en
NA
not_humanitarian
325265900414570497
2013_boston_bombings-ontopic
crisislext6
Police officers everywhere wielding guns if I start crying alone in the airport do u think I'll still have to fly
en
1
not_humanitarian
451190219073945600
2014_chile_earthquake
crisisnlp-cf
@tagesschau at the Disaster Research Unit @FreieUniBerlin we follow close the development of the emergency in #ChileEarthquake
en
1
caution_and_advice
575753326001811456
2015_vanuatu_cyclone
crisisnlp-cf
Restoring Carnarvon water supply the priority amid Cyclone Olwyn clean-up: Residents in the Western Australian... http://t.co/WuACwzhtcl
en
NA
infrastructure_and_utilities_damage
905675316508622848
hurricane_irma
crisismmd
Hurricane Irma evacuees seek refuge in the mountains https://t.co/qzvymtbSQa https://t.co/bD1vzaM14L
en
NA
donation_and_volunteering
573802722044022784
2014-2015_worldwide_landslides
crisisnlp-volunteers
Fools garden - yellow tree #draaitdoor #stubru
en
NA
not_humanitarian
350375399626248194
2013_alberta_floods-ontopic
crisislext6
@GSpellchecker #GayMarriageWillLeadTo loads of fresh scented clean laundry, hip glasses and gift totes for the neighbors.
en
1
not_humanitarian
297102547271966720
2013_queensland_floods-ontopic
crisislext6
@fab10zema found this and pissed myself!! Lol you look so cheeky and I'm like 'you shouldn't be doing that' http://t.co/5Osqw9ZC
en
1
not_humanitarian
379273391150080001
2013_colorado_floods
crisislext26
RT @YahooNews: Hundreds are still missing in Colorado with more rain and flooding expected to hamper rescue efforts today: http://t.co/w2UT…
en
1
affected_individual
588892387243479040
disaster_events
aidr_system
"It has to be stopped soon http://t.co/0pvGbpkefv"
en
NA
sympathy_and_support
337837614080094208
2013_oklahoma_tornado-ontopic
crisislext6
Glad that profile left me alone.
en
1
not_humanitarian
575762340072677376
2015_vanuatu_cyclone
crisisnlp-cf
RT @NASA_EO: In a Warming World, Storms May Be Fewer but Stronger http://t.co/mrkEDV1i9x #Cyclone #Pam http://t.co/WluPn000so
en
NA
caution_and_advice
325718729264619520
2013_west_texas
crisislext6
Well If I have to choose sides..... it will always be potato salad.
en
1
not_humanitarian
592703386425896960
2015_nepal_earthquake
crisisnlp-volunteers
Can't complain about a thing in my life right now when I think about Nepal. So heartbreaking. I am so fortunate and shouldn't forget that.
en
NA
not_humanitarian
262345282778456065
2012_sandy_hurricane-ontopic
crisislext6
Gonna post a couple of pics I got of heffrondrive @HeffronDrive from last night......Is that cool @ Batcave. http://t.co/0vCgmUpA
en
1
not_humanitarian
347958447893004288
2013_alberta_floods-ontopic
crisislext6
@LMakeila Yeah, be careful with that.
en
1
not_humanitarian
350380037628895232
2013_alberta_floods-ontopic
crisislext6
@cateia97 I will admit I do really enjoy my twitter time with you and all of the other #TeamFangirls. You folks are the best.
en
1
not_humanitarian

CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing

The crisis benchmark dataset consists of data from several different sources, such as CrisisLex (CrisisLex26, CrisisLex6), CrisisNLP, SWDM2013, ISCRAM13, Disaster Response Data (DRD), Disasters on Social Media (DSM), CrisisMMD, and data from AIDR.

The purpose of this work was to map the class labels, remove duplicates, and provide benchmark results for the community.

Dataset

This is the set with English languages of the whole CrisisBench dataset. Please check the CrisisBench Collection

Data format

Each JSON object contains the following fields:

  • id: Corresponds to the user tweet ID from Twitter.
  • event: Event name associated with the respective dataset.
  • source: Source of the dataset.
  • text: Tweet text.
  • lang: Language tag obtained either from Twitter or from the Google Language Detection API.
  • lang_conf: Confidence score obtained from the Google Language Detection API. In some cases, the tag is marked as "NA," indicating that the language tag was obtained from Twitter rather than the API.
  • class_label: Class label assigned to a given tweet text.

Downloads (Alternate Links)

Labeled data and other resources

Experimental Scripts:

Source code to run the experiments is available at https://github.com/firojalam/crisis_datasets_benchmarks

License

This version of the dataset is distributed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). The full license text can be found in the accompanying licenses_by-nc-sa_4.0_legalcode.txt file.

Citation

If you use this data in your research, please consider citing the following paper:

[1] Firoj Alam, Hassan Sajjad, Muhammad Imran and Ferda Ofli, CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing, In ICWSM, 2021. Paper

@inproceedings{firojalamcrisisbenchmark2020,
Author = {Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli},
Keywords = {Social Media, Crisis Computing, Tweet Text Classification, Disaster Response},
Booktitle = {15th International Conference on Web and Social Media (ICWSM)},
Title = {{CrisisBench:} Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing},
Year = {2021}
}
  • and the following associated papers

  • Muhammad Imran, Prasenjit Mitra, Carlos Castillo. Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages. In Proceedings of the 10th Language Resources and Evaluation Conference (LREC), 2016, Slovenia.

  • A. Olteanu, S. Vieweg, C. Castillo. 2015. What to Expect When the Unexpected Happens: Social Media Communications Across Crises. In Proceedings of the ACM 2015 Conference on Computer Supported Cooperative Work and Social Computing (CSCW '15). ACM, Vancouver, BC, Canada.

  • A. Olteanu, C. Castillo, F. Diaz, S. Vieweg. 2014. CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises. In Proceedings of the AAAI Conference on Weblogs and Social Media (ICWSM'14). AAAI Press, Ann Arbor, MI, USA.

  • Muhammad Imran, Shady Elbassuoni, Carlos Castillo, Fernando Diaz and Patrick Meier. Practical Extraction of Disaster-Relevant Information from Social Media. In Social Web for Disaster Management (SWDM'13) - Co-located with WWW, May 2013, Rio de Janeiro, Brazil.

  • Muhammad Imran, Shady Elbassuoni, Carlos Castillo, Fernando Diaz and Patrick Meier. Extracting Information Nuggets from Disaster-Related Messages in Social Media. In Proceedings of the 10th International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 2013, Baden-Baden, Germany.

@inproceedings{imran2016lrec,
  author = {Muhammad Imran and Prasenjit Mitra and Carlos Castillo},
  title = {Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages},
  booktitle = {Proc. of the LREC, 2016},
  year = {2016},
  month = {5},
  publisher = {ELRA},
  address = {Paris, France},
  isbn = {978-2-9517408-9-1},
  language = {english}
 }
 @inproceedings{olteanu2015expect,
  title={What to expect when the unexpected happens: Social media communications across crises},
  author={Olteanu, Alexandra and Vieweg, Sarah and Castillo, Carlos},
  booktitle={Proc. of the 18th ACM Conference on Computer Supported Cooperative Work \& Social Computing},
  pages={994--1009},
  year={2015},
  organization={ACM}
}
@inproceedings{olteanu2014crisislex,
  title={CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises.},
  author={Olteanu, Alexandra and Castillo, Carlos and Diaz, Fernando and Vieweg, Sarah},
  booktitle = "Proc. of the 8th ICWSM, 2014",
  publisher = "AAAI press",
  year={2014}
}
@inproceedings{imran2013practical,
  title={Practical extraction of disaster-relevant information from social media},
  author={Imran, Muhammad and Elbassuoni, Shady and Castillo, Carlos and Diaz, Fernando and Meier, Patrick},
  booktitle={Proc. of the 22nd WWW},
  pages={1021--1024},
  year={2013},
  organization={ACM}
}
@inproceedings{imran2013extracting,
  title={Extracting information nuggets from disaster-related messages in social media},
  author={Imran, Muhammad and Elbassuoni, Shady Mamoon and Castillo, Carlos and Diaz, Fernando and Meier, Patrick},
  booktitle={Proc. of the 12th ISCRAM},
  year={2013}
}
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