| ICYM2I: The illusion of multimodal informativeness under missingness | May 22, 2025 | Informativeness | CodeCode Available | 1 |
| infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information | May 30, 2023 | Active LearningInformativeness | CodeCode Available | 1 |
| BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation | Oct 18, 2021 | General KnowledgeInformativeness | CodeCode Available | 1 |
| Capturing Global Informativeness in Open Domain Keyphrase Extraction | Apr 28, 2020 | ChunkingInformativeness | CodeCode Available | 1 |
| Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach | Feb 8, 2021 | Dynamic neural networksInformativeness | CodeCode Available | 1 |
| Learning to Navigate for Fine-grained Classification | Sep 2, 2018 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Markovian Transformers for Informative Language Modeling | Apr 29, 2024 | GSM8KInformativeness | CodeCode Available | 1 |
| Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning | Oct 13, 2022 | Active LearningInformativeness | CodeCode Available | 1 |
| A comprehensive survey on deep active learning in medical image analysis | Oct 22, 2023 | Active LearningInformativeness | CodeCode Available | 1 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
