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Information Theory

313 directly classified papers

Papers per year

Papers

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models ACL 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
Information-Theoretic and Prompt-Based Evaluation of Discourse Connective Edits in Instructional Text Revisions EMNLP 2025
Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025
Quantifying Semantic Emergence in Language Models ACL 2025
West Germanic noun-noun compounds and the morphology-syntax trade-off NAACL 2025
An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
What Makes for Good Image Captions? EMNLP 2025
Can information theory unravel the subtext in a Chekhovian short story? ACL 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
Information Locality as an Inductive Bias for Neural Language Models ACL 2025
Mapping 1,000+ Language Models via the Log-Likelihood Vector ACL 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
Speculative Sampling via Exponential Races ACL 2025
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit ICCV 2025
Information Theory and Linguistic Variation: A Study of Brazilian and European Portuguese COLING 2025
Evaluating Sequence Labeling on the basis of Information Theory ACL 2025
Systematic Generalization in Language Models Scales with Information Entropy ACL 2025
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025
Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025
Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers CVPR 2025
The Exception of Humor: Iconicity, Phonemic Surprisal, Memory Recall, and Emotional Associations COLING 2025
Language Models Resist Alignment: Evidence From Data Compression ACL 2025