| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 |
| Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making | Nov 12, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature | Nov 1, 2019 | HumanitarianReading Comprehension | —Unverified | 0 |
| Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models | Oct 31, 2019 | DenoisingHumanitarian | —Unverified | 0 |
| Establishing an Evaluation Metric to Quantify Climate Change Image Realism | Oct 22, 2019 | Humanitarian | —Unverified | 0 |
| FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video | Oct 14, 2019 | BIG-bench Machine LearningDisaster Response | —Unverified | 0 |
| Voice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas | Oct 8, 2019 | Active LearningHate Speech Detection | —Unverified | 0 |
| A Universal Parent Model for Low-Resource Neural Machine Translation Transfer | Sep 14, 2019 | HumanitarianLow Resource Neural Machine Translation | —Unverified | 0 |
| An Alert-Generation Framework for Improving Resiliency in Human-Supervised, Multi-Agent Teams | Sep 13, 2019 | Decision MakingHumanitarian | —Unverified | 0 |
| Cross-lingual topic prediction for speech using translations | Aug 29, 2019 | HumanitarianPrediction | —Unverified | 0 |
| Implementing a Multi-lingual Chatbot for Positive Reinforcement in Young Learners | Aug 1, 2019 | ChatbotHumanitarian | —Unverified | 0 |
| Experimentation on the motion of an obstacle avoiding robot | Jul 25, 2019 | Humanitarian | —Unverified | 0 |
| Low-supervision urgency detection and transfer in short crisis messages | Jul 15, 2019 | HumanitarianTransfer Learning | —Unverified | 0 |
| Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training | Jul 6, 2019 | Acoustic ModellingAutomatic Speech Recognition | —Unverified | 0 |
| DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level | May 3, 2019 | Displaced People RecognitionHumanitarian | CodeCode Available | 0 |
| A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPAs LORELEI project | May 1, 2019 | Disaster ResponseHumanitarian | —Unverified | 0 |
| Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty | Jan 31, 2019 | Graph LearningHumanitarian | —Unverified | 0 |
| Reducing measles risk in Turkey through social integration of Syrian refugees | Jan 14, 2019 | Humanitarian | —Unverified | 0 |
| Feature exploration for almost zero-resource ASR-free keyword spotting using a multilingual bottleneck extractor and correspondence autoencoders | Nov 14, 2018 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| Automatic Speech Recognition for Humanitarian Applications in Somali | Jul 23, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ASR-free CNN-DTW keyword spotting using multilingual bottleneck features for almost zero-resource languages | Jul 23, 2018 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| Fast ASR-free and almost zero-resource keyword spotting using DTW and CNNs for humanitarian monitoring | Jun 25, 2018 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| Forecasting Internally Displaced Population Migration Patterns in Syria and Yemen | Jun 22, 2018 | Humanitarian | CodeCode Available | 0 |
| Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets | May 2, 2018 | General ClassificationHumanitarian | —Unverified | 0 |
| Automatic Speech Recognition and Topic Identification for Almost-Zero-Resource Languages | Feb 23, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Satellite imagery analysis for operational damage assessment in Emergency situations | Feb 19, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises | Apr 9, 2017 | Humanitarian | —Unverified | 0 |
| Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | Feb 12, 2017 | Crop Yield PredictionDimensionality Reduction | CodeCode Available | 0 |
| Named Entity Recognition for Linguistic Rapid Response in Low-Resource Languages: Sorani Kurdish and Tajik | Dec 1, 2016 | Humanitariannamed-entity-recognition | —Unverified | 0 |
| Summarizing Situational and Topical Information During Crises | Oct 5, 2016 | Abstractive Text SummarizationHumanitarian | —Unverified | 0 |
| Applications of Online Deep Learning for Crisis Response Using Social Media Information | Oct 4, 2016 | Decision MakingDisaster Response | —Unverified | 0 |
| Twitter as a Source of Global Mobility Patterns for Social Good | Jun 20, 2016 | Humanitarian | —Unverified | 0 |
| Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages | May 19, 2016 | Disaster ResponseHumanitarian | CodeCode Available | 0 |
| Modeling the Temporal Nature of Human Behavior for Demographics Prediction | Nov 20, 2015 | Gender PredictionHumanitarian | CodeCode Available | 0 |
| Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping | Oct 1, 2015 | HumanitarianTransfer Learning | CodeCode Available | 0 |