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| MEAL: Manifold Embedding-based Active Learning | Jun 22, 2021 | Active LearningAutonomous Driving | —Unverified | 0 |
| Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection | Oct 12, 2023 | Active LearningActive Object Detection | —Unverified | 0 |
| Measuring Information in Text Explanations | Oct 6, 2023 | Informativeness | —Unverified | 0 |
| Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy | Jun 20, 2024 | Data CompressionInformativeness | —Unverified | 0 |
| Evaluating GPT-3 Generated Explanations for Hateful Content Moderation | May 28, 2023 | InformativenessPersuasiveness | CodeCode Available | 0 |
| Towards Automatic Generation of Messages Countering Online Hate Speech and Microaggressions | Jul 1, 2022 | Informativeness | CodeCode Available | 0 |
| Cost-Accuracy Aware Adaptive Labeling for Active Learning | May 24, 2021 | Active LearningInformativeness | CodeCode Available | 0 |
| Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial | Jul 13, 2021 | FairnessInformativeness | CodeCode Available | 0 |
| Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions | Feb 24, 2025 | DiversityInformativeness | CodeCode Available | 0 |
| Environmental Sensor Placement with Convolutional Gaussian Neural Processes | Nov 18, 2022 | Active LearningGaussian Processes | CodeCode Available | 0 |
| ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation | May 30, 2025 | InformativenessKeyphrase Generation | CodeCode Available | 0 |
| Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic Regression | Apr 23, 2025 | Feature ImportanceInformativeness | CodeCode Available | 0 |
| Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing | Jun 19, 2024 | InformativenessSegmentation | CodeCode Available | 0 |
| Prosody Modifications for Question-Answering in Voice-Only Settings | Jun 11, 2018 | InformativenessQuestion Answering | CodeCode Available | 0 |
| Explicable Reward Design for Reinforcement Learning Agents | Dec 1, 2021 | Informativenessreinforcement-learning | CodeCode Available | 0 |
| Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal | Dec 21, 2022 | InformativenessLanguage Modelling | CodeCode Available | 0 |
| Core: Robust Factual Precision with Informative Sub-Claim Identification | Jul 4, 2024 | InformativenessText Generation | CodeCode Available | 0 |
| Submodular Batch Selection for Training Deep Neural Networks | Jun 20, 2019 | Combinatorial OptimizationDiversity | CodeCode Available | 0 |
| Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank | Feb 17, 2019 | Active LearningCrowd Counting | CodeCode Available | 0 |
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| QBox: Partial Transfer Learning with Active Querying for Object Detection | Sep 27, 2021 | Image RetrievalInformativeness | CodeCode Available | 0 |
| Unsupervised Pool-Based Active Learning for Linear Regression | Jan 14, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Quantifying Semantic Emergence in Language Models | May 21, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 |
| Uncertainty in latent representations of variational autoencoders optimized for visual tasks | Apr 23, 2024 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |