| ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning | Dec 15, 2022 | InformativenessText Generation | —Unverified | 0 |
| 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 |
| 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 |
| Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue? | Oct 24, 2022 | InformativenessText Generation | —Unverified | 0 |
| Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation | Oct 22, 2022 | InformativenessText Generation | —Unverified | 0 |
| Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning | Oct 10, 2022 | DecoderHeadline Generation | —Unverified | 0 |
| Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors | Oct 7, 2022 | AttributeFace Swapping | —Unverified | 0 |
| TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation | Oct 3, 2022 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Robust Active Distillation | Oct 3, 2022 | Active LearningInformativeness | —Unverified | 0 |
| DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability | Oct 1, 2022 | DisentanglementInformativeness | CodeCode Available | 0 |
| The interaction between cognitive ease and informativeness shapes the lexicons of natural languages | Oct 1, 2022 | Informativeness | —Unverified | 0 |
| UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation | Sep 28, 2022 | DiversityExplainable Recommendation | CodeCode Available | 0 |
| Quantification before Selection: Active Dynamics Preference for Robust Reinforcement Learning | Sep 23, 2022 | Informativenessreinforcement-learning | —Unverified | 0 |
| KeypartX: Graph-based Perception (Text) Representation | Sep 23, 2022 | Informativeness | CodeCode Available | 0 |
| Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond | Sep 13, 2022 | InformativenessNode Classification | —Unverified | 0 |
| Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech | Sep 11, 2022 | InformativenessText Generation | —Unverified | 0 |
| Generating detailed saliency maps using model-agnostic methods | Sep 4, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization | Aug 31, 2022 | Action LocalizationActive Learning | —Unverified | 0 |
| ImitAL: Learned Active Learning Strategy on Synthetic Data | Aug 24, 2022 | Active LearningInformativeness | CodeCode Available | 0 |
| The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types | Aug 23, 2022 | InformativenessVocal Bursts Type Prediction | —Unverified | 0 |