| 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 |
| KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection | Jul 16, 2023 | 3D Object DetectionActive Learning | —Unverified | 0 |
| CoNAN: Conditional Neural Aggregation Network For Unconstrained Face Feature Fusion | Jul 16, 2023 | Face IdentificationFace Recognition | —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 |
| Self-Supervised Image Captioning with CLIP | Jun 26, 2023 | Image CaptioningInformativeness | —Unverified | 0 |
| Learning Scene Flow With Skeleton Guidance For 3D Action Recognition | Jun 23, 2023 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| Fractal properties, information theory, and market efficiency | Jun 23, 2023 | InformativenessTime Series | —Unverified | 0 |
| A Discrimination Report Card | Jun 22, 2023 | Informativeness | CodeCode Available | 0 |
| Unsupervised Open-domain Keyphrase Generation | Jun 19, 2023 | InformativenessKeyphrase Generation | —Unverified | 0 |
| Robust Explainer Recommendation for Time Series Classification | Jun 8, 2023 | Activity RecognitionClassification | CodeCode Available | 0 |
| Deep Attentive Survival Analysis in Limit Order Books: Estimating Fill Probabilities with Convolutional-Transformers | Jun 8, 2023 | DecoderInformativeness | —Unverified | 0 |
| Evaluating the Impact of Regulatory Policies on Social Welfare in Difference-in-Difference Settings | Jun 7, 2023 | counterfactualInformativeness | —Unverified | 0 |
| Do we become wiser with time? On causal equivalence with tiered background knowledge | Jun 2, 2023 | Computational EfficiencyInformativeness | —Unverified | 0 |
| DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation | Jun 2, 2023 | AttributeDiversity | —Unverified | 0 |
| Evaluating GPT-3 Generated Explanations for Hateful Content Moderation | May 28, 2023 | InformativenessPersuasiveness | CodeCode Available | 0 |
| Self-attention Dual Embedding for Graphs with Heterophily | May 28, 2023 | InformativenessNode Classification | —Unverified | 0 |
| Maskomaly:Zero-Shot Mask Anomaly Segmentation | May 26, 2023 | Anomaly SegmentationInformativeness | —Unverified | 0 |
| DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 | May 24, 2023 | Informativeness | —Unverified | 0 |
| AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content | May 24, 2023 | Document Summarizationdocument understanding | —Unverified | 0 |
| Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks | May 24, 2023 | InformativenessQuestion Answering | —Unverified | 0 |
| μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge | May 23, 2023 | Informativeness | —Unverified | 0 |
| APPLS: Evaluating Evaluation Metrics for Plain Language Summarization | May 23, 2023 | InformativenessLanguage Modelling | CodeCode Available | 0 |
| Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework | May 21, 2023 | InformativenessOut-of-Distribution Detection | CodeCode Available | 0 |
| Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs | May 18, 2023 | InformativenessQuestion Answering | —Unverified | 0 |
| 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 |
| Towards Explainable Collaborative Filtering with Taste Clusters Learning | Apr 27, 2023 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
| Visual Referential Games Further the Emergence of Disentangled Representations | Apr 27, 2023 | DisentanglementInformativeness | —Unverified | 0 |