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Informativeness

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Showing 551–600 of 735 papers

TitleStatusHype
Maximum Expected Hitting Cost of a Markov Decision Process and Informativeness of Rewards—0
MEAL: Manifold Embedding-based Active Learning—0
Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection—0
Measuring Information in Text Explanations—0
Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy—0
Evaluating GPT-3 Generated Explanations for Hateful Content ModerationCode0
Towards Automatic Generation of Messages Countering Online Hate Speech and MicroaggressionsCode0
Cost-Accuracy Aware Adaptive Labeling for Active LearningCode0
Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered BeneficialCode0
Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up QuestionsCode0
Environmental Sensor Placement with Convolutional Gaussian Neural ProcessesCode0
ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase GenerationCode0
Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic RegressionCode0
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and ProbingCode0
Prosody Modifications for Question-Answering in Voice-Only SettingsCode0
Explicable Reward Design for Reinforcement Learning AgentsCode0
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 SurprisalCode0
Core: Robust Factual Precision with Informative Sub-Claim IdentificationCode0
Submodular Batch Selection for Training Deep Neural NetworksCode0
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to RankCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
QBox: Partial Transfer Learning with Active Querying for Object DetectionCode0
Unsupervised Pool-Based Active Learning for Linear RegressionCode0
Quantifying Semantic Emergence in Language ModelsCode0
Uncertainty in latent representations of variational autoencoders optimized for visual tasksCode0
Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary StudyCode0
An Empirical Study of Evaluating Long-form Question AnsweringCode0
Question Asking as Program GenerationCode0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
FaithCAMERA: Construction of a Faithful Dataset for Ad Text GenerationCode0
An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning ApplicationsCode0
Towards Explainable Collaborative Filtering with Taste Clusters LearningCode0
Falcon: Fair Active Learning using Multi-armed BanditsCode0
Measuring Contextual Informativeness in Child-Directed TextCode0
Enhancing Video Summarization with Context AwarenessCode0
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion AnalysisCode0
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERTCode0
Fine-grained Conversational Decoding via Isotropic and Proximal SearchCode0
REAL: A Representative Error-Driven Approach for Active LearningCode0
Active Learning from Positive and Unlabeled DataCode0
Dynamic Feature Acquisition Using Denoising AutoencodersCode0
Focus-Constrained Attention Mechanism for CVAE-based Response GenerationCode0
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
Foreseeing the Benefits of Incidental SupervisionCode0
Meta-evaluation of Conversational Search Evaluation MetricsCode0
Meta-Path Learning for Multi-relational Graph Neural NetworksCode0
Conversing by Reading: Contentful Neural Conversation with On-demand Machine ReadingCode0
Conversational Dueling Bandits in Generalized Linear ModelsCode0
MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning StepsCode0
Gaussian Switch Sampling: A Second Order Approach to Active LearningCode0
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