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Informativeness

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Showing 151–200 of 735 papers

TitleStatusHype
Measuring Contextual Informativeness in Child-Directed TextCode0
Boosting LLM via Learning from Data Iteratively and SelectivelyCode0
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting—0
Uncovering the Visual Contribution in Audio-Visual Speech Recognition—0
Never Reset Again: A Mathematical Framework for Continual Inference in Recurrent Neural Networks—0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
Multi-QuAD: Multi-Level Quality-Adaptive Dynamic Network for Reliable Multimodal Classification—0
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood ContextCode0
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video PromptingCode0
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space ModelsCode0
Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness—0
Class Balance Matters to Active Class-Incremental LearningCode0
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory—0
Probing the statistical properties of enriched co-occurrence networks—0
Multi-Label Bayesian Active Learning with Inter-Label RelationshipsCode0
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions—0
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment—0
Understanding Learning with Sliced-Wasserstein Requires Rethinking Informative Slices—0
Is Graph Convolution Always Beneficial For Every Feature?—0
Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations—0
α-TCVAE: On the relationship between Disentanglement and Diversity—0
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language UseCode0
Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic CommunicationsCode0
Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation—0
Graph-based Uncertainty Metrics for Long-form Language Model OutputsCode0
Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin-based Scene Representation—0
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization—0
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
RAZOR: Refining Accuracy by Zeroing Out Redundancies—0
Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting SummarizationCode0
MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning StepsCode0
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles—0
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine LearningCode0
Diversified and Adaptive Negative Sampling on Knowledge Graphs—0
Why do objects have many names? A study on word informativeness in language use and lexical systems—0
Generating bilingual example sentences with large language models as lexicography assistantsCode0
FaithCAMERA: Construction of a Faithful Dataset for Ad Text GenerationCode0
HiddenGuard: Fine-Grained Safe Generation with Specialized Representation RouterCode0
Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation—0
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers—0
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations—0
LLMs are One-Shot URL Classifiers and Explainers—0
A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem—0
What is the Right Notion of Distance between Predict-then-Optimize Tasks?—0
Bounds on the Generalization Error in Active Learning—0
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object DetectionCode0
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization—0
Adaptive Open-Set Active Learning with Distance-Based Out-of-Distribution Detection for Robust Task-Oriented Dialog SystemCode0
Understanding the User: An Intent-Based Ranking Dataset—0
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization—0
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