| An Information Bottleneck Characterization of the Understanding-Workload Tradeoff | Oct 11, 2023 | Informativeness | CodeCode Available | 0 |
| WikiIns: A High-Quality Dataset for Controlled Text Editing by Natural Language Instruction | Oct 8, 2023 | Informativeness | CodeCode Available | 0 |
| Measuring Information in Text Explanations | Oct 6, 2023 | Informativeness | —Unverified | 0 |
| LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction | Oct 5, 2023 | Document SummarizationInformativeness | —Unverified | 0 |
| Meta-Path Learning for Multi-relational Graph Neural Networks | Sep 29, 2023 | InformativenessKnowledge Graphs | CodeCode Available | 0 |
| A Benchmark for Text Expansion: Datasets, Metrics, and Baselines | Sep 17, 2023 | 2kInformativeness | —Unverified | 0 |
| A variational selection mechanism for article comment generation | Sep 12, 2023 | ArticlesComment Generation | CodeCode Available | 0 |
| FOLLOWUPQG: Towards Information-Seeking Follow-up Question Generation | Sep 10, 2023 | InformativenessQuestion Generation | —Unverified | 0 |
| From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting | Sep 8, 2023 | ArticlesInformativeness | —Unverified | 0 |
| Dynamic Encoding and Decoding of Information for Split Learning in Mobile-Edge Computing: Leveraging Information Bottleneck Theory | Sep 6, 2023 | DecoderEdge-computing | —Unverified | 0 |
| EditSum: A Retrieve-and-Edit Framework for Source Code Summarization | Aug 26, 2023 | Code SummarizationInformativeness | —Unverified | 0 |
| Investigating the Interplay between Features and Structures in Graph Learning | Aug 18, 2023 | Graph LearningInductive Bias | CodeCode Available | 0 |
| Text-Only Training for Visual Storytelling | Aug 17, 2023 | DiversityInformativeness | —Unverified | 0 |
| The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation | Aug 14, 2023 | In-Context LearningInformativeness | CodeCode Available | 0 |
| Cross-heterogeneity Graph Few-shot Learning | Aug 10, 2023 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging | Jul 31, 2023 | Image SegmentationInformativeness | —Unverified | 0 |
| Active Learning for Object Detection with Non-Redundant Informative Sampling | Jul 17, 2023 | Active LearningDiversity | —Unverified | 0 |
| CoNAN: Conditional Neural Aggregation Network For Unconstrained Face Feature Fusion | Jul 16, 2023 | Face IdentificationFace Recognition | —Unverified | 0 |
| KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection | Jul 16, 2023 | 3D Object DetectionActive Learning | —Unverified | 0 |
| Knowledge Graph Enhanced Intelligent Tutoring System Based on Exercise Representativeness and Informativeness | Jul 15, 2023 | cognitive diagnosisInformativeness | —Unverified | 0 |
| Large Language Models Understand and Can be Enhanced by Emotional Stimuli | Jul 14, 2023 | Emotional IntelligenceInformativeness | —Unverified | 0 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation | Jul 14, 2023 | Active LearningInformativeness | CodeCode Available | 0 |
| Restricted Generative Projection for One-Class Classification and Anomaly Detection | Jul 9, 2023 | Anomaly DetectionInformativeness | —Unverified | 0 |
| REAL: A Representative Error-Driven Approach for Active Learning | Jul 3, 2023 | Active LearningDiversity | CodeCode Available | 0 |
| Transfer Learning with Random Coefficient Ridge Regression | Jun 28, 2023 | InformativenessPrediction | —Unverified | 0 |