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Informativeness

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Showing 151–175 of 735 papers

TitleStatusHype
Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs—0
Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics DataCode0
Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy—0
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and ProbingCode0
Converging Dimensions: Information Extraction and Summarization through Multisource, Multimodal, and Multilingual Fusion—0
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster InformaticsCode0
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval—0
The Penalized Inverse Probability Measure for Conformal Classification—0
When is an Embedding Model More Promising than Another?—0
Learning about informativeness—0
TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers—0
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models—0
Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness EstimationCode0
Proper Dataset Valuation by Pointwise Mutual Information—0
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World KnowledgeCode2
Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions—0
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam GenerationCode2
Part-based Quantitative Analysis for Heatmaps—0
Quantifying Semantic Emergence in Language ModelsCode0
Conformal Alignment: Knowing When to Trust Foundation Models with GuaranteesCode1
Optimal design of experiments in the context of machine-learning inter-atomic potentials: improving the efficiency and transferability of kernel based methods—0
Informativeness of Weighted Conformal PredictionCode0
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems—0
CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation—0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
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