| Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping | Nov 18, 2023 | Humanitarian | CodeCode Available | 1 |
| Enabling Decision-Support Systems through Automated Cell Tower Detection | Nov 14, 2023 | Humanitarianobject-detection | —Unverified | 0 |
| RELand: Risk Estimation of Landmines via Interpretable Invariant Risk Minimization | Nov 6, 2023 | Feature EngineeringHumanitarian | CodeCode Available | 0 |
| FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM | Nov 5, 2023 | HumanitarianQuestion Answering | —Unverified | 0 |
| MTAC: Hierarchical Reinforcement Learning-based Multi-gait Terrain-adaptive Quadruped Controller | Nov 1, 2023 | Hierarchical Reinforcement LearningHumanitarian | —Unverified | 0 |
| A Call to Arms: AI Should be Critical for Social Media Analysis of Conflict Zones | Nov 1, 2023 | Humanitarian | —Unverified | 0 |
| Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data | Oct 30, 2023 | FairnessHumanitarian | —Unverified | 0 |
| Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case Study | Oct 24, 2023 | Feature ImportanceHumanitarian | CodeCode Available | 0 |
| Assessing the Causal Impact of Humanitarian Aid on Food Security | Oct 17, 2023 | Causal InferenceHumanitarian | —Unverified | 0 |
| Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach | Oct 12, 2023 | Humanitariantext-classification | —Unverified | 0 |
| Leave no Place Behind: Improved Geolocation in Humanitarian Documents | Sep 6, 2023 | Humanitariannamed-entity-recognition | —Unverified | 0 |
| A New Task and Dataset on Detecting Attacks on Human Rights Defenders | Jun 30, 2023 | ArticlesHumanitarian | CodeCode Available | 0 |
| Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification | May 26, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| IKDSumm: Incorporating Key-phrases into BERT for extractive Disaster Tweet Summarization | May 19, 2023 | Humanitarian | —Unverified | 0 |
| Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages | May 5, 2023 | HumanitarianTranslation | —Unverified | 0 |
| Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy | May 2, 2023 | FairnessHumanitarian | —Unverified | 0 |
| Multi-modal learning for geospatial vegetation forecasting | Mar 28, 2023 | HumanitarianTime Series | CodeCode Available | 1 |
| RweetMiner: Automatic identification and categorization of help requests on twitter during disasters | Mar 4, 2023 | Humanitarianregression | —Unverified | 0 |
| Novel Machine Learning Approach for Predicting Poverty using Temperature and Remote Sensing Data in Ethiopia | Feb 28, 2023 | HumanitarianSurvey | —Unverified | 0 |
| Extracting Victim Counts from Text | Feb 23, 2023 | Dependency ParsingHumanitarian | CodeCode Available | 0 |
| The YODO algorithm: An efficient computational framework for sensitivity analysis in Bayesian networks | Feb 1, 2023 | HumanitarianSensitivity | —Unverified | 0 |
| TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT | Jan 31, 2023 | HumanitarianToponym Recognition | —Unverified | 0 |
| Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models | Nov 21, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities | Nov 18, 2022 | Computational EfficiencyHumanitarian | CodeCode Available | 0 |
| Can Strategic Data Collection Improve the Performance of Poverty Prediction Models? | Nov 16, 2022 | Active LearningHumanitarian | —Unverified | 0 |