| 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 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 |
| Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning | Aug 17, 2022 | InformativenessMeta-Learning | —Unverified | 0 |
| Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems | Aug 17, 2022 | Explainable 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 |
| Interactive Query-Assisted Summarization via Deep Reinforcement Learning | Jul 1, 2022 | Deep Reinforcement LearningInformativeness | CodeCode Available | 0 |
| Automating Human Evaluation of Dialogue Systems | Jul 1, 2022 | Informativeness | —Unverified | 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 |
| On Controlling Fallback Responses for Grounded Dialogue Generation | May 1, 2022 | Dialogue GenerationInformativeness | —Unverified | 0 |
| Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks | May 1, 2022 | DiversityInformativeness | —Unverified | 0 |
| Open-domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion | Apr 24, 2022 | Dialogue GenerationForm | —Unverified | 0 |
| Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures | Apr 24, 2022 | Document SummarizationInformativeness | —Unverified | 0 |
| Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension | Apr 21, 2022 | DiversityInformativeness | —Unverified | 0 |
| An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications | Apr 21, 2022 | InformativenessSentence | CodeCode Available | 0 |
| AI for human assessment: What do professional assessors need? | Apr 18, 2022 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language | Apr 9, 2022 | InformativenessVocal Bursts Valence Prediction | —Unverified | 0 |
| Bayesian Negative Sampling for Recommendation | Apr 2, 2022 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 |
| Probing for Labeled Dependency Trees | Mar 24, 2022 | Dependency ParsingInformativeness | CodeCode Available | 0 |
| Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection | Mar 22, 2022 | InformativenessSpecificity | CodeCode Available | 0 |
| A Contrastive Objective for Learning Disentangled Representations | Mar 21, 2022 | AttributeInformativeness | CodeCode Available | 0 |
| Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT | Mar 17, 2022 | Informativeness | CodeCode Available | 0 |
| Reinforced Meta Active Learning | Mar 9, 2022 | Active LearningInformativeness | —Unverified | 0 |
| Passive and Active Learning of Driver Behavior from Electric Vehicles | Mar 4, 2022 | Active LearningInformativeness | —Unverified | 0 |
| Explaining, Evaluating and Enhancing Neural Networks' Learned Representations | Feb 18, 2022 | DisentanglementInformativeness | —Unverified | 0 |
| Unsupervised Disentanglement with Tensor Product Representations on the Torus | Feb 13, 2022 | DisentanglementInformativeness | CodeCode Available | 0 |
| Observational Learning with Competitive Prices | Feb 13, 2022 | Informativeness | —Unverified | 0 |
| Fast Rates in Pool-Based Batch Active Learning | Feb 11, 2022 | Active LearningDiversity | —Unverified | 0 |
| A Lagrangian Duality Approach to Active Learning | Feb 8, 2022 | Active LearningInformativeness | —Unverified | 0 |
| PPPNE: Personalized proximity preserved network embedding | Feb 1, 2022 | Graph EmbeddingInformativeness | —Unverified | 0 |
| Collaborative filtering via heterogeneous neural networks | Feb 1, 2022 | Collaborative FilteringInformativeness | —Unverified | 0 |
| Informative Pseudo-Labeling for Graph Neural Networks with Few Labels | Jan 20, 2022 | InformativenessNode Classification | —Unverified | 0 |