information theory

Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild AAAI 2026 An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026 An Information-Theoretic Foundation for the Subregular Hierarchy ACL 2026 Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification AAAI 2026 CSP4SDG: Constraint and Information-Theory Based Role Identification in Social Deduction Games with LLM-Enhanced Inference AAAI 2026 Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation WACV 2026 Exploiting Pre-trained Language Model for Cross-city Urban Flow Prediction Guided by Information-theoretic Analysis AAAI 2026 ExpressivityBench: Can LLMs Communicate Implicitly? EACL 2026 Form and Meaning in Intrinsic Multilingual Evaluations EACL 2026 Information-Theoretic Causal Bounds under Unmeasured Confounding CLeaR 2026 Information-Theoretic Decomposition for Multimodal Interaction Learning CVPR 2026 Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026 Information-theoretic signatures of causality in Bayesian networks and hypergraphs CLeaR 2026 Information-Theoretic Storage Cost in Sentence Comprehension CoNLL 2026 Intrinsic Barriers and Practical Pathways for Human–AI Alignment: An Agreement-Based Complexity Analysis AAAI 2026 Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026 Measuring Human Contribution in AI-Assisted Content Generation ACL 2026 Price of metric universality in vector quantization is at most 0.11 bit COLT 2026 SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026 Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness EACL 2026 A Game-Theoretic Perspective on Inconsistency Handling IJCAI 2025 A Grounded Typology of Word Classes NAACL 2025 An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 An Information-theoretic Perspective of Hierarchical Clustering on Graphs UAI 2025