← Keywords

information theory

489 papers

Explore in graph

Also known as

IP IT

Co-occurring keywords

mutual information (717) representation learning (6174) sample complexity (1158) language model (4573) generalization bound (649) learning theory (518) large language model (12755) causal inference (1619) statistical learning (350) unsupervised learning (3255)

Papers

A Bayesian Framework for Information-Theoretic Probing EMNLP 2021
A surprisal–duration trade-off across and within the world’s languages EMNLP 2021
SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ACL 2021
Correlated Stochastic Block Models: Exact Graph Matching with Applications to Recovering Communities NIPS 2021
Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework UAI 2020
Meta-Learning Requires Meta-Augmentation NIPS 2020
Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020
Processing effort is a poor predictor of cross-linguistic word order frequency CONLL 2020
IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL IJCAI 2020
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing ICML 2020
Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation NIPS 2020
Information-Driven Direct RGB-D Odometry CVPR 2020
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions EMNLP 2020
Constructing Minimal Perfect Hash Functions Using SAT Technology AAAI 2020
An Information-Theoretic Quantification of Discrimination with Exempt Features AAAI 2020
People Do Not Just Plan,They Plan to Plan AAAI 2020
First-Order Bayesian Regret Analysis of Thompson Sampling ALT 2020
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ACL 2020
Maintaining Quality in FEVER Annotation ACL 2020
Predicting Declension Class from Form and Meaning ACL 2020
Information-Theoretic Probing with Minimum Description Length EMNLP 2020
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations EMNLP 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ACL 2020
A Constraint-Based Approach to Learning and Explanation AAAI 2020