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Informativeness

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TitleStatusHype
Uncertainty Estimation by Fisher Information-based Evidential Deep LearningCode1
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive LearningCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Dataset Distillation via FactorizationCode1
Distributional Sliced-Wasserstein and Applications to Generative ModelingCode1
Spectral ProbingCode1
Prompting Language-Informed Distribution for Compositional Zero-Shot LearningCode1
ProGen: Progressive Zero-shot Dataset Generation via In-context FeedbackCode1
A comprehensive survey on deep active learning in medical image analysisCode1
Multimodal Procedural Planning via Dual Text-Image PromptingCode1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationCode1
Best Practices for Multi-Fidelity Bayesian Optimization in Materials and Molecular ResearchCode1
BEAMetrics: A Benchmark for Language Generation Evaluation EvaluationCode1
Computation-Efficient Knowledge Distillation via Uncertainty-Aware MixupCode1
Controllable Abstractive Sentence Summarization with Guiding EntitiesCode1
Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesCode1
A Controllable Model of Grounded Response GenerationCode1
Coverage-based Example Selection for In-Context LearningCode1
Dataset Factorization for CondensationCode1
DeepEdit: Knowledge Editing as Decoding with ConstraintsCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
Divide and Adapt: Active Domain Adaptation via Customized LearningCode1
Estimating informativeness of samples with Smooth Unique InformationCode1
EvalRS 2023. Well-Rounded Recommender Systems For Real-World DeploymentsCode1
Distribution-Aware Data Expansion with Diffusion ModelsCode1
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Causality-Inspired Fair Representation Learning for Multimodal RecommendationCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-informationCode1
Bridging and Modeling Correlations in Pairwise Data for Direct Preference OptimizationCode1
Capturing Global Informativeness in Open Domain Keyphrase ExtractionCode1
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and MitigationCode1
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck ApproachCode1
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4—0
Active Learning for Speech Recognition: the Power of Gradients—0
Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs—0
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers—0
Budget-aware Few-shot Learning via Graph Convolutional Network—0
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
Active Learning for Object Detection with Non-Redundant Informative Sampling—0
Active Learning for Noisy Data Streams Using Weak and Strong Labelers—0
A matter of words: NLP for quality evaluation of Wikipedia medical articles—0
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness—0
Bayesian Active Learning for Sim-to-Real Robotic Perception—0
Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech—0
A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems—0
Algebraic Properties of Blackwell's Order and A Cardinal Measure of Informativeness—0
ALEVS: Active Learning by Statistical Leverage Sampling—0
A Lagrangian Duality Approach to Active Learning—0
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