information theory

Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses EMNLP 2025 Using Information Theory to Characterize Prosodic Typology: The Case of Tone, Pitch-Accent and Stress-Accent ACL 2025 West Germanic noun-noun compounds and the morphology-syntax trade-off NAACL 2025 What Makes for Good Image Captions? EMNLP 2025 What should a neuron aim for? Designing local objective functions based on information theory ICLR 2025 Word boundaries and the morphology-syntax trade-off COLING 2025 Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025 A3S: A General Active Clustering Method with Pairwise Constraints ICML 2024 Active Learning of General Halfspaces: Label Queries vs Membership Queries NeurIPS 2024 Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions NeurIPS 2024 Analyzing Chain-of-thought Prompting in Black-Box Large Language Models via Estimated V-information COLING 2024 An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models NeurIPS 2024 An Information-Theoretic Approach to Analyze NLP Classification Tasks ACL 2024 An information-theoretic lower bound in time-uniform estimation COLT 2024 An Information Theoretic Perspective on Conformal Prediction NeurIPS 2024 An Interactive Toolkit for Approachable NLP ACL 2024 Applying Information-theoretic Notions to Measure Effects of the Plain English Movement on English Law Reports and Scientific Articles EACL 2024 Approximate Information Tests on Statistical Submanifolds JMLR 2024 Are Female Carpenters like Blue Bananas? A Corpus Investigation of Occupation Gender Typicality ACL 2024 Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability NeurIPS 2024 A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024 A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024 Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data NeurIPS 2024 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Bridging semantics and pragmatics in information-theoretic emergent communication NeurIPS 2024