probabilistic modeling

851 papers

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PM

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bayesian inference (1904) variational inference (2069) probabilistic model (476) graphical model (863) uncertainty quantification (1365) generative model (2889) bayesian network (378) causal inference (1619) latent variable model (564) probabilistic inference (310)

Papers

Investigating Psychometric Predictive Power of Syntactic Attention ACL 2025

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint EMNLP 2025

pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025

Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025

ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025

Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025

Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment AAAI 2025

UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models ACL 2025

AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora NAACL 2025

Every Opinion Matters: Evaluating and Building Models with Pluralistic Views AAAI 2025

Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models NAACL 2025

A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025

ProPose: Probabilistic 3D Human Pose Estimation with Instance-Level Distribution and Normalizing Flow AAAI 2025

DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025

A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025

Oddballness: universal anomaly detection with language models COLING 2025

RPMIL: Rethinking Uncertainty-Aware Probabilistic Multiple Instance Learning for Whole Slide Pathology Diagnosis IJCAI 2025

GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025

A Probabilistic Inference Scaling Theory for LLM Self-Correction EMNLP 2025

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation ICCV 2025

PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025

Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025

Towards a Bayesian hierarchical model of lexical processing NAACL 2025

A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation NAACL 2025