probabilistic reasoning

Probing neural language models for understanding of words of estimative probability ACL 2023 Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 The Hardness of Reasoning about Probabilities and Causality IJCAI 2023 Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection ICLR 2023 Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability IJCAI 2022 Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022 Updating Probability Intervals with Uncertain Inputs IJCAI 2022 A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream Fusion AAAI 2021 Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey IJCAI 2021 Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning NeurIPS 2021 Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021 Depth Uncertainty in Neural Networks NeurIPS 2020 Efficient Probabilistic Logic Reasoning with Graph Neural Networks ICLR 2020 Machine Reasoning: Technology, Dilemma and Future EMNLP 2020 Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020 Probabilistic Reasoning Across the Causal Hierarchy AAAI 2020 ProbAnch: a Modular Probabilistic Anchoring Framework IJCAI 2020 Complexity of Fundamental Problems in Probabilistic Abstract Argumentation: Beyond Independence (Extended Abstract) IJCAI 2019 Deep Convolutional Sum-Product Networks AAAI 2019 Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019 On Testing of Uniform Samplers AAAI 2019 Polynomial-Time Probabilistic Reasoning with Partial Observations via Implicit Learning in Probability Logics AAAI 2019 Probabilistic Logic Programming with Beta-Distributed Random Variables AAAI 2019 DeepProbLog: Neural Probabilistic Logic Programming NeurIPS 2018