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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"

35 / 35 papers shown

Title
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 147 12 0 24 Feb 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 55 3 0 04 Dec 2023
Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification Nicolò Tamagnone Selim Fekih Ximena Contla Nayid Orozco Navid Rekabsaz 28 4 0 26 May 2023
IKDSumm: Incorporating Key-phrases into BERT for extractive Disaster Tweet Summarization Piyush Garg Roshni Chakraborty Srishti Gupta Sourav Kumar Dandapat 61 7 0 19 May 2023
PORTRAIT: a hybrid aPproach tO cReate extractive ground-TRuth summAry for dIsaster evenT Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 77 3 0 19 May 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 58 10 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 48 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 160 194 0 27 Jul 2022
TweetDIS: A Large Twitter Dataset for Natural Disasters Built using Weak Supervision Ramya Tekumalla Juan M. Banda 54 4 0 11 Jul 2022
Identification of Fine-Grained Location Mentions in Crisis Tweets Sarthak Khanal Maria Traskowsky Doina Caragea 56 4 0 11 Nov 2021
How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing Valentin Barrière Guillaume Jacquet 25 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 117 54 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 45 2 0 14 Jun 2021
The Surprising Performance of Simple Baselines for Misinformation Detection Kellin Pelrine Jacob Danovitch Reihaneh Rabbany 67 65 0 14 Apr 2021
Developing Annotated Resources for Internal Displacement Monitoring Fabio Poletto Yunbai Zhang Andre' Panisson Yelena Mejova D. Paolotti Sylvain Ponserre 16 1 0 12 Apr 2021
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks Firoj Alam U. Qazi Muhammad Imran Ferda Ofli 80 67 0 07 Apr 2021
A multi-modal approach towards mining social media data during natural disasters -- a case study of Hurricane Irma S. Mohanty B. Biggers S. SayedAhmed Nastaran Pourebrahim E. Goldstein Rick L. Bunch G. Chi F. Sadri Tom P. McCoy A. Cosby 66 31 0 02 Jan 2021
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case A. Hamid Nasrullah Shiekh Naina Said Kashif Ahmad Asma Gul Laiq Hassan Ala I. Al-Fuqaha 59 37 0 30 Nov 2020
A simple method for domain adaptation of sentence embeddings Anna M. Kruspe 26 1 0 25 Aug 2020
I-AID: Identifying Actionable Information from Disaster-related Tweets Hamada M. Zahera Rricha Jalota M. A. Sherif A. N. Ngomo 58 14 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 46 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 21 9 0 02 Jun 2020
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media Payam Karisani Joyce C. Ho Eugene Agichtein 30 15 0 21 Apr 2020
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing Firoj Alam Hassan Sajjad Muhammad Imran Ferda Ofli 24 14 0 14 Apr 2020
Unsupervised and Interpretable Domain Adaptation to Rapidly Filter Tweets for Emergency Services Jitin Krishnan Hemant Purohit Huzefa Rangwala 27 4 0 04 Mar 2020
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Neha Singh Nirmalya Roy A. Gangopadhyay 81 6 0 10 Feb 2020
On Identifying Hashtags in Disaster Twitter Data Jishnu Ray Chowdhury Cornelia Caragea Doina Caragea 21 23 0 05 Jan 2020
Towards better social crisis data with HERMES: Hybrid sensing for EmeRgency ManagEment System Marco Avvenuti S. Bellomo S. Cresci Leonardo Nizzoli Maurizio Tesconi 133 5 0 04 Dec 2019
A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster Management Md Yasin Kabir S. Madria 23 39 0 05 Aug 2019
Interactive Learning for Identifying Relevant Tweets to Support Real-time Situational Awareness L. Snyder Yi-Shan Lin M. Karimzadeh Dan Goldwasser D. Ebert 58 51 0 01 Aug 2019
A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPAs LORELEI project Víctor R. Martínez Anil Ramakrishna Ming-Chang Chiu Karan Singla Shrikanth Narayanan 12 2 0 01 May 2019
Deep Learning and Word Embeddings for Tweet Classification for Crisis Response Reem AlRashdi Simon E. M. O'Keefe 52 32 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 58 68 0 26 Feb 2018
Applications of Online Deep Learning for Crisis Response Using Social Media Information T. Nguyen Shafiq Joty Muhammad Imran Hassan Sajjad P. Mitra 66 92 0 04 Oct 2016
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks T. Nguyen Kamla Al-Mannai Shafiq Joty Hassan Sajjad Muhammad Imran P. Mitra 49 102 0 12 Aug 2016