HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep
Learning Benchmarks

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HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks

7 April 2021

Firoj Alam

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Papers citing "HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks"

11 / 11 papers shown

Title
WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada Braeden Sherritt Isar Nejadgholi Marzieh Amini VLM 126 0 0 17 Apr 2025
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response Firoj Alam Ferda Ofli Muhammad Imran Tanvirul Alam U. Qazi VLM 46 53 0 17 Nov 2020
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response Ferda Ofli Firoj Alam Muhammad Imran 39 100 0 14 Apr 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 223 6,565 0 05 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 232 7,520 0 02 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 662 24,464 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 232 8,433 0 19 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 175 4,622 0 06 Jul 2016
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages Muhammad Imran P. Mitra Carlos Castillo 34 321 0 19 May 2016

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