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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 | 97 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 | âš ï¸pleas bring these supplies!!!!! everything will be donated to those impacted by hurricane harveyâš ï¸ 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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