| On Controlling Fallback Responses for Grounded Dialogue Generation | May 1, 2022 | Dialogue GenerationInformativeness | —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 |
| An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications | Apr 21, 2022 | InformativenessSentence | CodeCode Available | 0 |
| Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension | Apr 21, 2022 | DiversityInformativeness | —Unverified | 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 |
| MetAug: Contrastive Learning via Meta Feature Augmentation | Mar 10, 2022 | Contrastive LearningInformativeness | CodeCode Available | 1 |
| 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 |
| Observational Learning with Competitive Prices | Feb 13, 2022 | Informativeness | —Unverified | 0 |
| Unsupervised Disentanglement with Tensor Product Representations on the Torus | Feb 13, 2022 | DisentanglementInformativeness | CodeCode Available | 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 |
| Collaborative filtering via heterogeneous neural networks | Feb 1, 2022 | Collaborative FilteringInformativeness | —Unverified | 0 |
| PPPNE: Personalized proximity preserved network embedding | Feb 1, 2022 | Graph EmbeddingInformativeness | —Unverified | 0 |
| Informative Pseudo-Labeling for Graph Neural Networks with Few Labels | Jan 20, 2022 | InformativenessNode Classification | —Unverified | 0 |
| TYPIC: A Corpus of Template-Based Diagnostic Comments on Argumentation | Jan 18, 2022 | DiagnosticInformativeness | CodeCode Available | 0 |
| ArCovidVac: Analyzing Arabic Tweets About COVID-19 Vaccination | Jan 17, 2022 | InformativenessStance Detection | —Unverified | 0 |
| Consecutive Question Generation with Multitask Joint Reranking and Dynamic Rationale Search | Jan 16, 2022 | DiversityInformativeness | —Unverified | 0 |
| LexiCon: Lexically Constrained Review Generation via Robust Insertion | Jan 16, 2022 | CPUDiversity | —Unverified | 0 |
| Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation | Jan 13, 2022 | InformativenessQuestion Answering | —Unverified | 0 |
| Bootstrapping Informative Graph Augmentation via A Meta Learning Approach | Jan 11, 2022 | Contrastive LearningInformativeness | CodeCode Available | 0 |
| Spectrum Surveying: Active Radio Map Estimation with Autonomous UAVs | Jan 11, 2022 | Informativeness | CodeCode Available | 1 |
| Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics | Jan 10, 2022 | Information RetrievalInformativeness | —Unverified | 0 |
| Budget-aware Few-shot Learning via Graph Convolutional Network | Jan 7, 2022 | Few-Shot LearningInformativeness | —Unverified | 0 |
| Stationary social learning in a changing environment | Jan 6, 2022 | Informativeness | —Unverified | 0 |
| Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification | Jan 1, 2022 | ClassificationInformativeness | CodeCode Available | 1 |
| Private Private Information | Dec 29, 2021 | Causal InferenceFairness | —Unverified | 0 |
| PInKS: Preconditioned Commonsense Inference with Weak Supervision | Dec 17, 2021 | Informativeness | —Unverified | 0 |
| Understanding and Improving the Exemplar-based Generation for Open-domain Conversation | Dec 13, 2021 | InformativenessRetrieval | CodeCode Available | 0 |
| Explicable Reward Design for Reinforcement Learning Agents | Dec 1, 2021 | Informativenessreinforcement-learning | CodeCode Available | 0 |
| Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation | Nov 26, 2021 | AllGraph Generation | —Unverified | 0 |
| Generating Diverse and High-Quality Abstractive Summaries with Variational Transformers | Nov 16, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| REDTABS: A Collection of Report Document Datasets for Long Text and Multi-Table Summarization | Nov 16, 2021 | Document SummarizationInformativeness | —Unverified | 0 |
| Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection | Nov 16, 2021 | InformativenessSpecificity | —Unverified | 0 |
| Enhancing Text Generation with Inductive Event Reasoning | Nov 16, 2021 | InformativenessText Generation | —Unverified | 0 |
| Look back, look around: a systematic analysis of effective predictors for new outlinks in focused Web crawling | Nov 9, 2021 | Informativeness | CodeCode Available | 0 |
| Template-aware Attention Model for Earnings Call Report Generation | Nov 1, 2021 | InformativenessStructured Report Generation | —Unverified | 0 |
| Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation | Nov 1, 2021 | DiversityInformativeness | —Unverified | 0 |
| Towards Robust Bisimulation Metric Learning | Oct 27, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Exploiting Cross-Modal Prediction and Relation Consistency for Semi-Supervised Image Captioning | Oct 22, 2021 | Image CaptioningInformativeness | —Unverified | 0 |
| Algebraic Properties of Blackwell's Order and A Cardinal Measure of Informativeness | Oct 21, 2021 | InformativenessTranslation | —Unverified | 0 |
| BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation | Oct 18, 2021 | General KnowledgeInformativeness | CodeCode Available | 1 |