conftrace_

information theory

529 papers

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IT

Co-occurring keywords · papers mentioning both

mutual information (55) representation learning (52) sample complexity (23) language model (22) generalization bound (21) large language model (20) learning theory (18) causal inference (15) reinforcement learning (15) statistical learning (14)

Papers

An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025 A Short Information-Theoretic Analysis of Linear Auto-Regressive Learning L4DC 2025 A Survey of Structural Entropy: Theory, Methods, and Applications IJCAI 2025 A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025 Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025 Can information theory unravel the subtext in a Chekhovian short story? ACL 2025 Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025 Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025 Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog EMNLP 2025 Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models EMNLP 2025 Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025 Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025 Efficient Quantification of Multimodal Interaction at Sample Level ICML 2025 Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models ACL 2025 Evaluating Sequence Labeling on the basis of Information Theory ACL 2025 Fundamental Limits of Perfect Concept Erasure AISTATS 2025 Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025 Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis ICLR 2025 I-Con: A Unifying Framework for Representation Learning ICLR 2025 InCoDe: Interpretable Compressed Descriptions For Image Generation ICLR 2025 InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory ICML 2025 Information Locality as an Inductive Bias for Neural Language Models ACL 2025 Information-Theoretic Causal Discovery in Topological Order AISTATS 2025 Information-theoretic Distinctions Between Deception and Confusion IJCNLP 2025