Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages

19 May 2016

Papers citing "Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages"

22 / 22 papers shown

Title
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 61 11 0 24 Feb 2025
Harnessing Large Language Models for Disaster Management: A Survey Zhenyu Lei Yushun Dong Weiyu Li Rong Ding Qi Wang Jundong Li AI4CE 56 3 0 12 Jan 2025
Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models Chenguang Wang Davis Engler Xuechun Li James Hou David J. Wald Kishor Jaiswal Susu Xu 31 3 0 04 Dec 2023
Tweets Under the Rubble: Detection of Messages Calling for Help in Earthquake Disaster Cagri Toraman Izzet Emre Kucukkaya Oguzhan Ozcelik Umitcan Sahin 18 9 0 26 Feb 2023
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization Hossein Rajaby Faghihi Bashar Alhafni Kecheng Zhang Shihao Ran Joel R. Tetreault A. Jaimes 21 9 0 25 Oct 2022
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response Selim Fekih Nicolò Tamagnone Benjamin Minixhofer R. Shrestha Ximena Contla Ewan Oglethorpe Navid Rekabsaz 21 6 0 10 Oct 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 45 167 0 27 Jul 2022
Identification of Fine-Grained Location Mentions in Crisis Tweets Sarthak Khanal Maria Traskowsky Doina Caragea 16 4 0 11 Nov 2021
How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing Valentin Barrière Guillaume Jacquet 16 1 0 07 Nov 2021
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification Firoj Alam Tanvirul Alam Md. Arid Hasan A. Hasnat Muhammad Imran Ferda Ofli VLM 28 51 0 29 Aug 2021
Intelligent Agent for Hurricane Emergency Identification and Text Information Extraction from Streaming Social Media Big Data Jingwei Huang Wael Khallouli G. Rabadi M. Seck 13 1 0 14 Jun 2021
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks Firoj Alam U. Qazi Muhammad Imran Ferda Ofli 23 65 0 07 Apr 2021
I-AID: Identifying Actionable Information from Disaster-related Tweets Hamada M. Zahera Rricha Jalota M. A. Sherif A. N. Ngomo 16 13 0 04 Aug 2020
EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets Junhua Liu Trisha Singhal L. Blessing Kristin L. Wood Kwan Hui Lim 18 11 0 09 Jun 2020
An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events M. J. Sarol Ly Dinh R. Rezapour Chieh-Li Chin Pingjing Yang Jana Diesner 12 9 0 02 Jun 2020
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing Firoj Alam Hassan Sajjad Muhammad Imran Ferda Ofli 18 14 0 14 Apr 2020
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Neha Singh Nirmalya Roy A. Gangopadhyay 19 6 0 10 Feb 2020
A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster Management Md Yasin Kabir S. Madria 18 37 0 05 Aug 2019
Deep Learning and Word Embeddings for Tweet Classification for Crisis Response Reem AlRashdi Simon E. M. O'Keefe 22 31 0 26 Mar 2019
Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media Payam Karisani Eugene Agichtein 27 67 0 26 Feb 2018
Applications of Online Deep Learning for Crisis Response Using Social Media Information T. Nguyen Chenyu You Muhammad Imran Hassan Sajjad P. Mitra 21 92 0 04 Oct 2016
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks T. Nguyen Kamla Al-Mannai Chenyu You Hassan Sajjad Muhammad Imran P. Mitra 22 102 0 12 Aug 2016