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Information Theory

498 papers

Papers per year

4
7
14
38
22
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'25

Papers

On the Information Processing of One-Dimensional Wasserstein Distances with Finite Samples AAAI 2026
I²B-LPO: Latent Policy Optimization via Iterative Information Bottleneck ACL 2026
An Information-Theoretic Foundation for the Subregular Hierarchy ACL 2026
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models AAAI 2025
Searching for and Avoiding Hidden Sets Using Queries with Local Feedback AAAI 2025
Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025
How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? AACL 2025
Using Information Theory to Characterize Prosodic Typology: The Case of Tone, Pitch-Accent and Stress-Accent ACL 2025
The Harmonic Structure of Information Contours ACL 2025
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ACL 2025
Can information theory unravel the subtext in a Chekhovian short story? ACL 2025
Word boundaries and the morphology-syntax trade-off COLING 2025
Information Theory and Linguistic Variation: A Study of Brazilian and European Portuguese COLING 2025
Modeling Bottom-up Information Quality during Language Processing EMNLP 2025
Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp EMNLP 2025
On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025
InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling ICCV 2025
Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025
A Game-Theoretic Perspective on Inconsistency Handling IJCAI 2025
Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication IJCNLP 2025
How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? IJCNLP 2025
Optimization Over a Probability Simplex JMLR 2025
The Z-Gromov-Wasserstein Distance JMLR 2025
A Grounded Typology of Word Classes NAACL 2025