| Let Me At Least Learn What You Really Like: Dealing With Noisy Humans When Learning Preferences | Feb 15, 2020 | Active LearningInformativeness | —Unverified | 0 |
| Syntactically Look-Ahead Attention Network for Sentence Compression | Feb 4, 2020 | DecoderInformativeness | CodeCode Available | 1 |
| Discrete Signal Processing with Set Functions | Jan 28, 2020 | Image SegmentationInformativeness | —Unverified | 0 |
| Suggestive Labelling for Medical Image Analysis by Adaptive Latent Space Sampling | Jan 25, 2020 | InformativenessMedical Image Analysis | —Unverified | 0 |
| Communication Efficient Federated Learning over Multiple Access Channels | Jan 23, 2020 | Federated LearningInformativeness | —Unverified | 0 |
| Audio Summarization with Audio Features and Probability Distribution Divergence | Jan 20, 2020 | Extractive SummarizationInformativeness | —Unverified | 0 |
| Unsupervised Pool-Based Active Learning for Linear Regression | Jan 14, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Stochastic Natural Language Generation Using Dependency Information | Jan 12, 2020 | InformativenessText Generation | —Unverified | 0 |
| Informative Sample Mining Network for Multi-Domain Image-to-Image Translation | Jan 5, 2020 | Image-to-Image TranslationInformativeness | —Unverified | 0 |
| A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection | Dec 2, 2019 | Event DetectionInformativeness | —Unverified | 0 |
| Maximum Expected Hitting Cost of a Markov Decision Process and Informativeness of Rewards | Dec 1, 2019 | Informativeness | —Unverified | 0 |
| AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning | Nov 27, 2019 | InformativenessTriplet | —Unverified | 0 |
| Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction | Nov 17, 2019 | Informativeness | CodeCode Available | 0 |
| Gated Variational AutoEncoders: Incorporating Weak Supervision to Encourage Disentanglement | Nov 15, 2019 | DisentanglementInformativeness | —Unverified | 0 |
| Entity Summarization: State of the Art and Future Challenges | Oct 18, 2019 | Combinatorial OptimizationInformation Retrieval | —Unverified | 0 |
| Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation | Oct 2, 2019 | DecoderDomain Adaptation | —Unverified | 0 |
| How to make latent factors interpretable by feeding Factorization machines with knowledge graphs | Sep 11, 2019 | InformativenessKnowledge Graphs | CodeCode Available | 0 |
| An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis | Sep 5, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| The Impact of Rule-Based Text Generation on the Quality of Abstractive Summaries | Sep 1, 2019 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| HEvAS: Headline Evaluation and Analysis System | Sep 1, 2019 | Headline GenerationInformativeness | —Unverified | 0 |
| Theory and Evaluation Metrics for Learning Disentangled Representations | Aug 26, 2019 | DisentanglementInformativeness | CodeCode Available | 0 |
| SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs | Aug 22, 2019 | Active LearningGraph Embedding | —Unverified | 0 |
| How Sequence-to-Sequence Models Perceive Language Styles? | Aug 16, 2019 | InformativenessStyle Transfer | —Unverified | 0 |
| Contrastive Reasons Detection and Clustering from Online Polarized Debate | Aug 1, 2019 | ClusteringInformativeness | —Unverified | 0 |
| Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings | Aug 1, 2019 | Active LearningDomain Adaptation | CodeCode Available | 0 |
