| Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue? | Oct 24, 2022 | InformativenessText Generation | —Unverified | 0 |
| ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback | Oct 22, 2022 | Data-free Knowledge DistillationDataset Generation | CodeCode Available | 1 |
| Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation | Oct 22, 2022 | InformativenessText Generation | —Unverified | 0 |
| Spectral Probing | Oct 21, 2022 | Informativeness | CodeCode Available | 1 |
| Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning | Oct 13, 2022 | Active LearningInformativeness | CodeCode Available | 1 |
| 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 |
| Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention | Sep 28, 2022 | Efficient ViTsInformativeness | CodeCode Available | 1 |
| KeypartX: Graph-based Perception (Text) Representation | Sep 23, 2022 | Informativeness | CodeCode Available | 0 |
| Quantification before Selection: Active Dynamics Preference for Robust Reinforcement Learning | Sep 23, 2022 | Informativenessreinforcement-learning | —Unverified | 0 |
| Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation | Sep 21, 2022 | Informativeness | CodeCode Available | 1 |
| 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 |
| High-quality Task Division for Large-scale Entity Alignment | Aug 22, 2022 | Entity AlignmentGPU | CodeCode Available | 0 |
| UnCommonSense: Informative Negative Knowledge about Everyday Concepts | Aug 19, 2022 | InformativenessQuestion Answering | —Unverified | 0 |
| Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems | Aug 17, 2022 | Explainable RecommendationExplanation Generation | —Unverified | 0 |
| Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning | Aug 17, 2022 | InformativenessMeta-Learning | —Unverified | 0 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 |
| Unifying Approaches in Active Learning and Active Sampling via Fisher Information and Information-Theoretic Quantities | Aug 1, 2022 | Active LearningInformativeness | CodeCode Available | 0 |
| Deep Active Learning with Budget Annotation | Jul 31, 2022 | Active LearningInformativeness | —Unverified | 0 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 |
| Stream-based active learning with linear models | Jul 20, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Towards Automatic Generation of Messages Countering Online Hate Speech and Microaggressions | Jul 1, 2022 | Informativeness | CodeCode Available | 0 |
| Automating Human Evaluation of Dialogue Systems | Jul 1, 2022 | Informativeness | —Unverified | 0 |
| Interactive Query-Assisted Summarization via Deep Reinforcement Learning | Jul 1, 2022 | Deep Reinforcement LearningInformativeness | CodeCode Available | 0 |
| Towards Human-Agent Communication via the Information Bottleneck Principle | Jun 30, 2022 | Informativeness | —Unverified | 0 |
| Link the World: Improving Open-domain Conversation with Dynamic Spatiotemporal-aware Knowledge | Jun 28, 2022 | Informativeness | —Unverified | 0 |
| Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain | Jun 23, 2022 | ChatbotInformativeness | —Unverified | 0 |
| Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport | Jun 22, 2022 | Bayesian InferenceInformativeness | —Unverified | 0 |
| Using Sum-Product Networks to Assess Uncertainty in Deep Active Learning | Jun 20, 2022 | Active Learningimage-classification | —Unverified | 0 |
| Dual Representation Learning for Out-of-Distribution Detection | Jun 19, 2022 | InformativenessOut-of-Distribution Detection | CodeCode Available | 0 |
| PInKS: Preconditioned Commonsense Inference with Minimal Supervision | Jun 16, 2022 | Informativeness | CodeCode Available | 0 |
| Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation | Jun 5, 2022 | BinarizationInformativeness | —Unverified | 0 |
| Lossless Compression of Point Cloud Sequences Using Sequence Optimized CNN Models | Jun 2, 2022 | Informativeness | —Unverified | 0 |
| Evaluating the Effects of Embedding with Speaker Identity Information in Dialogue Summarization | Jun 1, 2022 | Document SummarizationInformativeness | —Unverified | 0 |
| On the Trade-off between Redundancy and Local Coherence in Summarization | May 20, 2022 | Extractive SummarizationInformativeness | CodeCode Available | 0 |
| GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints | May 18, 2022 | InformativenessTime Series | —Unverified | 0 |
| Statistical discrimination and statistical informativeness | May 14, 2022 | Informativeness | —Unverified | 0 |
| Relating Information and Proof | May 12, 2022 | Informativeness | —Unverified | 0 |
| ACM -- Attribute Conditioning for Abstractive Multi Document Summarization | May 9, 2022 | AttributeDocument Summarization | —Unverified | 0 |
| Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks | May 1, 2022 | DiversityInformativeness | —Unverified | 0 |