Probabilistic Modeling

3DPGS: 3D Probabilistic Graph Search for Archaeological Piece Grouping AAAI 2025 A Bayesian account of pronoun and neopronoun acquisition NAACL 2025 A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025 Accounting for Sycophancy in Language Model Uncertainty Estimation NAACL 2025 A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025 A Copula-Based Generative Score-Level Fusion Model for Speaker Verification Interspeech 2025 AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora NAACL 2025 Adaptive Deep Learning from Crowds IJCAI 2025 A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025 A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence AISTATS 2025 A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 An Algebraic Notion of Conditional Independence, and Its Application to Knowledge Representation AAAI 2025 A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations CVPR 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 A Probabilistic Inference Scaling Theory for LLM Self-Correction EMNLP 2025 A Quantum Information Theoretic Approach to Tractable Probabilistic Models UAI 2025 A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery ICLR 2025 A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025 Backward Filtering Forward Guiding JMLR 2025 Bayesian Score Calibration for Approximate Models JMLR 2025 Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions JMLR 2025 Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025 Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025 Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025