conftrace_

probabilistic reasoning

50 papers

Explore in graph

Co-occurring keywords

bayesian inference (1907) probabilistic inference (312) large language model (13587) probabilistic modeling (852) question answering (2963) uncertainty quantification (1393) probabilistic graphical model (226) language model (4599) knowledge base (804) computational complexity (399)

Papers

Bonsai: Interpretable Tree-Adaptive Grounded Reasoning AAAI 2026
Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification EACL 2026
GeoBayes: Probabilistic Image Geo-Localization Inference via Sequential Bayesian Updating AAAI 2026
Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem AAAI 2026
Most Probable Explanation in Probabilistic Answer Set Programming IJCAI 2025
Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios EMNLP 2025
Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025
Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models EMNLP 2025
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning NIPS 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024
QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios EMNLP 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024
Investigating a Generalization of Probabilistic Material Implication and Bayesian Conditionals UAI 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023
Parallel Neurosymbolic Integration with Concordia ICML 2023
The Hardness of Reasoning about Probabilities and Causality IJCAI 2023
Probabilistic Reasoning and Learning for Trustworthy AI AAAI 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023
Probing neural language models for understanding of words of estimative probability ACL 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023
NeoMaPy: A Framework for Computing MAP Inference on Temporal Knowledge Graphs IJCAI 2023
Updating Probability Intervals with Uncertain Inputs IJCAI 2022
Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022