Disaster Response

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Generative AI translations in high-stakes emergency messaging

    Oct 6, 2026Nune Ayvazan, Anthony Pym, Yu HaoDisaster ResponseMachine Translation

    Universitat Rovira i Virgili · University of Melbourne

  2. An ontology for cross-sectoral crisis management: core and public health modules

    Oct 1, 2026Aldo Gangemi, Rita T. Sousa, Luigi Asprino +6Knowledge RepresentationDisaster Response

    University of Bologna, Bologna, Italy · San Raffaele University of Rome, Rome, Italy · Data and Web Science Group, University of Mannheim, Mannheim, Germany +3

  3. HUMAID-NER: A Disaster Tweet Dataset for Joint Named Entity Recognition and Event Classification via Uncertainty-Weighted Multitask Learning

    Sep 15, 2026Aijaz Ali, Nazish Basir, Sarfaraz Nawaz +2Named Entity RecognitionMulti-Task Learning

    Department of Software Engineering University of Sindh Jamshoro, Pakistan · Department of Information Technology University of Sindh Jamshoro, Pakistan · Dr. A. H. S. Bukhari Postgraduate Centre of ICT University of Sindh Jamshoro, Pakistan +1

  4. GPEvac: GNN-Based PPO for Adaptive Evacuation Routing During Shooting Events

    Sep 14, 2026Daniel Perkins, Subhadeep ChakrabortyGraph Neural NetworksDisaster Response

    The Bredesen Center for Interdisciplinary Research and Graduate Education · Department of Mechanical and Aerospace Engineering, University of Tennessee

  5. Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline from Heterogeneous Humanitarian Sources

    Sep 1, 2026Ivan Decostanzi, Michele Ronco, Sergio Consoli +8KG ConstructionGrounded Text Generation

    ISI Foundation · Turin, Italy · European Commission, Joint Research Centre (JRC) +4

  6. Causal Evidence Extraction and Triangulation in Crisis Reports using Large Language Models: A ReliefWeb-based Study

    Aug 5, 2026Yuanjun Zhang, Mourad OussalahRelation ExtractionLLM Grounding

    University of Oulu, Finland · LUT University, Finland

  7. Adaptive Sampling for Automated Post-Disaster Rapid Damage Assessment via Level-Set Cost-Aware Bayesian Optimization

    Aug 3, 2026Boyang Xu, Mostafa Reisi Gahrooei, Mohammad Ilbeigi +1Disaster Damage AssessmentBuilding Damage Assessment

    School of Computing and Augmented Intelligence, Arizona State University · Department of Industrial and Systems Engineering, University of Florida · Department of Civil, Environmental and Ocean Engineering, Stevens Institute of Technology

  8. Theia: Large-Scale Multimodal Captioning and Automated Validation of the Incidents1M Dataset for Data-Free Distillation

    Jul 30, 2026Simone Giano, Lorenzo Severini, Alessandro Galdelli +1Cross-Modal Knowledge DistillationImage Captioning

    aDipartimento di Ingegneria dell’Informazione, Università Politecnica delle Marche, Via Brecce Bianche 12, Ancona, 60121, Marche, Italy

  9. A Systems Engineering Framework for Vision-Language-Enabled UAV Triage and Disaster Response

    Jul 30, 2026Swapnil Saha, Bhuvan Rajanasiriyur Jagadeesha, Karishma Patnaik +1Aerial RoboticsLanguage Model-Based Control

    University of Arkansas, Fayetteville, Arkansas, 72701, USA · University of Michigan-Dearborn, Dearborn, Michigan, 48128, USA

  10. DispatchRAG: Grounding Emergency Dispatch Decisions in Real-World Protocols from Traffic Accident Video

    Jul 25, 2026Muhammad Sulthan Adhipradhana, Ehsan Javanmardi, Naren Bao +1Disaster ResponseVideo Reasoning

    Graduate School of Information Science and Technology, University of Tokyo, Tokyo, Japan

  11. Polar Coordinate-based Differential Evolution for Moving Target Search Using Vision Sensor on Unmanned Aerial Vehicles

    Jul 20, 2026Thu Hang Khuat, Duy-Nam Bui, Thuy Ngan Duong +1Differential EvolutionUAV Navigation

    1VNU University of Engineering and Technology, Vietnam National University, Hanoi, Vietnam. · Department of Electrical Engineering, Ulsan National Institute of Science and Technology, Ulsan, Korea. · College of Engineering and Computer Science and Smart Green Transformation Center (GREEN-X), VinUniversity, Hanoi, Vietnam.

  12. Empirical Grounding Improves the Realism of LLM Agents Simulating Human Behavior During Disruptions

    Jul 19, 2026Chen Xia, Zexi Kuang, Yuqing HuLLM GroundingHuman Behavior Simulation

    Department of Civil Engineering Technology, Environmental Management and Safety, Rochester Institute of Technology, Rochester, NY 14623, United States of America · Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States of America · Digital and Interdependent Built Environment Laboratory, Department of Architectural Engineering, The Pennsylvania State University, University Park, PA, United States of America

  13. Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery

    Jun 24, 2026Sophia Li, Max Zhao, Raghu G. Raj +1Remote Sensing Image UnderstandingDisaster Response

    aU.S. Naval Research Laboratory, Washington, DC, USA · bStanford University, Stanford, CA, USA

  14. From Rubble Simulation to Active Magnetic Mapping: Quantum Sensing for Disaster Response

    Jun 24, 2026Samuel Tovey, Stefan Prestel, Hiroshi YamauchiDisaster Response

    1Quantum Brilliance · 2SoftBank Corp.

  15. RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

    Jun 20, 2026Yifan Yang, Wenjing Gong, Kaili Zhang +5Remote Sensing Image UnderstandingDisaster Damage Assessment

    Texas A&M University College Station, Texas, USA · National University of Singapore Singapore, Singapore · The University of Alabama Tuscaloosa, Alabama, USA

  16. From Ad Hoc Pilots to Repeatable Patterns: Structuring Drone Collaboration in Emergency Services with DroneLets

    Jun 16, 2026Dzmitry Katsiuba, Samuel Brander, Mateusz Dolata +1Aerial RoboticsHuman-Robot Collaboration

    University of Zurich Zurich, Switzerland · Zeppelin University Friedrichshafen, Germany

  17. Bridging Spatial And Frequency Views For Disaster Assessment: Benefits And Limitations

    Jun 16, 2026Shikha V. Chandel, Yadav Raj Ghimire, Timothy Agboada +1Remote Sensing Image UnderstandingBuilding Damage Assessment

    College of Science and Technology North Carolina A&T State University Greensboro, NC · Computational Data Science and Engineering North Carolina A&T State University Greensboro, NC

  18. Hierarchical Generative Agents for Simulating Sequential Human Behavior

    Jun 12, 2026Maria G. Mendoza, Lucas Waldburger, Jin Lee +1Cognitive ModelingHuman Behavior Simulation

    University of California, Berkeley

  19. Coping in Crisis: Computational Modeling of Coping Styles in Digital Crisis Discourse During the 2023 Turkiye Earthquake

    Jun 12, 2026Şevval ÇakıcıSocial Media AnalysisComputational Social Science

    Koç University

  20. Aerial Wildfire Suppression Planning with a Hybrid CNN-Cellular Automata Fire Model

    Jun 11, 2026Ion Matei, Maksym Zhenirovskyy, Takuya Kurihana +2Neural Cellular AutomataDisaster Response

    Space Data Frontiers Research Center, Fujitsu Research of America, 4655 Great America Pkwy, Santa Clara, 95054, California, USA.

  21. Damage-TriageFormer: A Foundation-Model Framework for Typology-Based Building Damage Assessment from Mono-Temporal Imagery

    Jun 10, 2026Yiming Xiao, Yu-Hsuan Ho, Sanjay Thasma +2Remote Sensing Image UnderstandingDisaster Damage Assessment

    Texas A&M University · Resilitix Intelligence LLC · Institute for a Disaster Resilient Texas

  22. Guide Me Out: A Framework to Benchmark VLM Operators Communication in Crisis Scenarios

    Jun 8, 2026Giacomo Gonella, Stefano Menini, Marco GueriniVLM EvaluationDisaster Response

    Fondazione Bruno Kessler, Italy · University of Trento, Italy

  23. DisasterBench: A Multimodal Benchmark for UAV-Based Disaster Response in Complex Environments

    Jun 4, 2026Tan Zhang, Quanyou Li, Lu Zhang +3Efficient Multimodal InferenceMultimodal Reasoning

    School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 611731, China · School of Information and Communication Engineering, Dalian University of Technology, Dalian, 116024, China · School of Computing and Communications, Lancaster University, Lancaster, LA1 4YW, England +1

  24. DisasterBench: Benchmarking LLM Planning under Typed Tool Interface Constraints

    May 27, 2026Zhitong Chen, Kai Yin, Weifeng Zhang +7Tool-Use PlanningAI Agent Benchmarks

    Texas A&M University · University of Toronto

  25. Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations

    May 12, 2026Junjue Wang, Weihao Xuan, Heli Qi +7LLM Agent EvaluationGeospatial Reasoning

    1The University of Tokyo · 2RIKEN AIP · 3Waseda University +1

  26. Instruct-ICL: Instruction-Guided In-Context Learning for Post-Disaster Damage Assessment

    May 12, 2026Armin Zarbaft, Ehsan Karimi, Nhut Le +1Disaster Damage AssessmentLLM Prompting

    Lehigh Uniersity Pennsylvania, USA

  27. DA-SegFormer: Damage-Aware Semantic Segmentation for Fine-Grained Disaster Assessment

    May 11, 2026Kevin Zhu, William Tang, Raphael Hay Tene +3Class-Imbalanced LearningImage Segmentation

    Bina Labs, Lehigh University

  28. A Cross-Layered Multi-Drone Coordination for Medical Supply Delivery during Disaster Response Management

    May 10, 2026Aneesh Calyam, Subrahmanya Chandra Bhamidipati, Zack Murry +1Aerial RoboticsUAV Navigation

    University of Missouri–Columbia, Columbia, MO 65211, USA

  29. Zero-Shot Satellite Image Retrieval through Joint Embeddings: Application to Crisis Response

    May 6, 2026James Walsh, William Fawcett, Grace Colverd +1Geospatial Foundation ModelsDisaster Response

    1Trillium Technologies · University of Cambridge · 3Universidad de Antioquia

  30. Survey on Disaster Management Datasets for Remote Sensing Based Emergency Applications

    May 5, 2026Alain P. Ndigande, Josiah Wiggins, Sedat OzerRemote SensingDisaster Response

    Ozer Lab, Dept. of Computer Science, Ozyegin University, Istanbul, Turkiye · Ozer Lab, Dept. of Electrical and Computer Engineering, California State Polytechnic University, Pomona, CA · Dept. of Electrical and Computer Engineering, California State Polytechnic University, Pomona, CA

  31. Translating Under Pressure: Domain-Aware LLMs for Crisis Communication

    Apr 29, 2026Antonio Castaldo, Maria Carmen Staiano, Johanna Monti +2Domain AdaptationDisaster Response

    University of Pisa · University of Naples “L’Orientale” · University of Macerata +1

  32. Seamless Indoor-Outdoor Mapping for INGENIOUS First Responders

    Apr 29, 2026Jürgen Wohlfeil, Henry Meißner, Adrian Schischmanow +4Simultaneous Localization and Mapping3D Reconstruction

    Institute of Optical Systems (OS), German Aerospace Center (DLR) Berlin, Germany

  33. ChangeQuery: Advancing Remote Sensing Change Analysis for Natural and Human-Induced Disasters from Visual Detection to Semantic Understanding

    Apr 24, 2026Dongwei Sun, Jing Yao, Kan Wei +6Remote Sensing Image UnderstandingDisaster Damage Assessment

    School of Computer Science and Technology and the Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi’an Jiaotong University, Xi’an 710049, China · State Key Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, 100094, China · State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China +4

  34. Learning Dynamic Belief Graphs for Theory-of-mind Reasoning

    Mar 20, 2026Ruxiao Chen, Xilei Zhao, Thomas J. Cova +2Computational Cognitive ModelingLLM Reasoning with Graphs

    Department of Civil and Systems Engineering, Johns Hopkins University, Baltimore, MD, USA · Civil and Coastal Engineering, University of Florida, Gainesville, FL, USA · School of the Environment, Society & Sustainability, University of Utah, Salt Lake City, UT, USA +1

  35. DisasterInsight: A Building-Centric Benchmark for Evaluating Vision--Language Models in Disaster Response

    Jan 26, 2026Sara Tehrani, Yonghao Xu, Leif Haglund +3VLM EvaluationRemote Sensing Image Understanding

    Computer Vision and Learning System, Linköping University, Sweden · Vantor, Linköping, Sweden

  36. GeoSense-AI: Fast Location Inference from Crisis Microblogs

    Date pendingDeepit SapruDisaster Response

    Gies College of Business University of Illinois Urbana-Champaign, Illinois, US