| Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition | May 12, 2023 | Fine-Grained Visual RecognitionInformativeness | —Unverified | 0 |
| StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure | May 9, 2023 | Inductive BiasInformativeness | —Unverified | 0 |
| A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness | May 5, 2023 | BenchmarkingDataset Distillation | —Unverified | 0 |
| Multimodal Procedural Planning via Dual Text-Image Prompting | May 2, 2023 | Image GenerationImage to text | CodeCode Available | 1 |
| Visual Referential Games Further the Emergence of Disentangled Representations | Apr 27, 2023 | DisentanglementInformativeness | —Unverified | 0 |
| Towards Explainable Collaborative Filtering with Taste Clusters Learning | Apr 27, 2023 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
| Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval | Apr 26, 2023 | InformativenessRetrieval | —Unverified | 0 |
| Informative Data Selection with Uncertainty for Multi-modal Object Detection | Apr 23, 2023 | 2D Object DetectionInformativeness | —Unverified | 0 |
| ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness | Apr 21, 2023 | InformativenessNatural Language Inference | CodeCode Available | 1 |
| EvalRS 2023. Well-Rounded Recommender Systems For Real-World Deployments | Apr 14, 2023 | FairnessInformativeness | CodeCode Available | 1 |
| Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification | Apr 12, 2023 | Active LearningDialogue Act Classification | —Unverified | 0 |
| Hierarchical Catalogue Generation for Literature Review: A Benchmark | Apr 7, 2023 | InformativenessReview Generation | CodeCode Available | 0 |
| Large Language Models are Diverse Role-Players for Summarization Evaluation | Mar 27, 2023 | InformativenessText Summarization | —Unverified | 0 |
| Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains | Mar 22, 2023 | Active LearningInformativeness | —Unverified | 0 |
| cTBLS: Augmenting Large Language Models with Conversational Tables | Mar 21, 2023 | DecoderInformativeness | CodeCode Available | 0 |
| Embodied Active Learning of Relational State Abstractions for Bilevel Planning | Mar 8, 2023 | Active LearningInformativeness | —Unverified | 0 |
| Uncertainty Estimation by Fisher Information-based Evidential Deep Learning | Mar 3, 2023 | Deep LearningInformativeness | CodeCode Available | 1 |
| Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery | Mar 2, 2023 | Causal DiscoveryInformativeness | CodeCode Available | 0 |
| REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation | Mar 1, 2023 | Explainable RecommendationInformativeness | —Unverified | 0 |
| Zero-Shot Cross-Lingual Summarization via Large Language Models | Feb 28, 2023 | Informativeness | —Unverified | 0 |
| Finding Support Examples for In-Context Learning | Feb 27, 2023 | Combinatorial OptimizationDiversity | —Unverified | 0 |
| Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback | Feb 24, 2023 | InformativenessOpen-Domain Question Answering | —Unverified | 0 |
| Topic-switch adapted Japanese Dialogue System based on PLATO-2 | Feb 22, 2023 | Dialogue GenerationInformativeness | —Unverified | 0 |
| Gaussian Switch Sampling: A Second Order Approach to Active Learning | Feb 16, 2023 | Active LearningInformativeness | CodeCode Available | 0 |
| Long Text and Multi-Table Summarization: Dataset and Method | Feb 8, 2023 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |