| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 |
| HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution | Jul 31, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 |
| Divide and Adapt: Active Domain Adaptation via Customized Learning | Jul 21, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| On information captured by neural networks: connections with memorization and generalization | Jun 28, 2023 | InformativenessKnowledge Distillation | CodeCode Available | 1 |
| infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information | May 30, 2023 | Active LearningInformativeness | CodeCode Available | 1 |
| Summarizing Stream Data for Memory-Constrained Online Continual Learning | May 26, 2023 | Continual LearningInformativeness | CodeCode Available | 1 |
| Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation | May 25, 2023 | Hallucination Pair-wise Detection (1-ref)Informativeness | CodeCode Available | 1 |
| Coverage-based Example Selection for In-Context Learning | May 24, 2023 | In-Context LearningInformativeness | CodeCode Available | 1 |
| Prompting Language-Informed Distribution for Compositional Zero-Shot Learning | May 23, 2023 | Compositional Zero-Shot LearningInformativeness | CodeCode Available | 1 |
| Multimodal Procedural Planning via Dual Text-Image Prompting | May 2, 2023 | Image GenerationImage to text | CodeCode Available | 1 |
