conftrace_

probability distribution

265 papers

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Co-occurring keywords

optimal transport (948) generative model (2892) neural network (6616) probabilistic modeling (852) language model (4599) normalizing flow (354) bayesian inference (1907) uncertainty quantification (1393) kernel methods (1097) large language model (13587)

Papers

Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025
Automatic Outlier Rectification via Optimal Transport NIPS 2024
Optimising Distributions with Natural Gradient Surrogates AISTATS 2024
SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024
Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024
Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions COLT 2024
Transformers Can Represent n-gram Language Models NAACL 2024
Probabilistic Contrastive Learning for Domain Adaptation IJCAI 2024
Contract Scheduling with Distributional and Multiple Advice IJCAI 2024
Optimal score estimation via empirical Bayes smoothing COLT 2024
Validating Climate Models with Spherical Convolutional Wasserstein Distance NIPS 2024
Transport-based Counterfactual Models JMLR 2024
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation AAAI 2024
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NIPS 2024
Learning to Embed Distributions via Maximum Kernel Entropy NIPS 2024
Credal Learning Theory NIPS 2024
Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024
Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024
Unsupervised Tree Boosting for Learning Probability Distributions JMLR 2024
Open Problem: Tight Characterization of Instance-Optimal Identity Testing COLT 2024
How to Compute the Probability of a Word EMNLP 2024
Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts EMNLP 2024
On the Expressive Power of Tree-Structured Probabilistic Circuits NIPS 2024
Mutual Information Estimation via Normalizing Flows NIPS 2024