| Curriculum-Guided Abstractive Summarization | Feb 2, 2023 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations | Feb 2, 2023 | FairnessInformativeness | —Unverified | 0 |
| Exploring Active 3D Object Detection from a Generalization Perspective | Jan 23, 2023 | 3D Object DetectionActive Learning | CodeCode Available | 1 |
| Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study | Jan 21, 2023 | Image CaptioningInformativeness | CodeCode Available | 0 |
| Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data | Jan 12, 2023 | Active LearningInformativeness | —Unverified | 0 |
| The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features | Jan 11, 2023 | Feature ImportanceInformativeness | CodeCode Available | 0 |
| Hybrid Active Learning via Deep Clustering for Video Action Detection | Jan 1, 2023 | Action DetectionActive Learning | —Unverified | 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 |
| Norm of Word Embedding Encodes Information Gain | Dec 19, 2022 | InformativenessKeyword Extraction | —Unverified | 0 |
| Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems | Dec 19, 2022 | InformativenessSurvey | —Unverified | 0 |
| Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning | Dec 16, 2022 | Informativeness | CodeCode Available | 0 |
| ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning | Dec 15, 2022 | InformativenessText Generation | —Unverified | 0 |
| MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection | Dec 6, 2022 | Active LearningActive Object Detection | CodeCode Available | 1 |
| Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation | Nov 27, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Task-Oriented Communication for Edge Video Analytics | Nov 25, 2022 | Informativeness | CodeCode Available | 1 |
| Environmental Sensor Placement with Convolutional Gaussian Neural Processes | Nov 18, 2022 | Active LearningGaussian Processes | CodeCode Available | 0 |
| Consecutive Question Generation via Dynamic Multitask Learning | Nov 16, 2022 | Data AugmentationInformativeness | —Unverified | 0 |
| Improving Factual Consistency in Summarization with Compression-Based Post-Editing | Nov 11, 2022 | InformativenessSentence | CodeCode Available | 0 |
| Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task | Nov 9, 2022 | Decision MakingInformativeness | —Unverified | 0 |
| Large Language Models Are Human-Level Prompt Engineers | Nov 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 3 |
| Data Level Lottery Ticket Hypothesis for Vision Transformers | Nov 2, 2022 | Analogical SimilarityInformativeness | CodeCode Available | 0 |
| On the Informativeness of Supervision Signals | Nov 2, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Large deviations rates for stochastic gradient descent with strongly convex functions | Nov 2, 2022 | Informativeness | —Unverified | 0 |
| Dataset Factorization for Condensation | Nov 1, 2022 | Dataset DistillationDiversity | CodeCode Available | 1 |
| Dataset Distillation via Factorization | Oct 30, 2022 | Dataset DistillationHallucination | CodeCode Available | 1 |
