Knowledge & Reasoning

On Identifiability of Conditional Causal Effects UAI 2023 On Learning Necessary and Sufficient Causal Graphs NeurIPS 2023 On the Complexity of Counterfactual Reasoning IJCAI 2023 On the Relationship Between Explanation and Prediction: A Causal View ICML 2023 On Undisputed Sets in Abstract Argumentation AAAI 2023 Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023 Optimal Treatment Regimes for Proximal Causal Learning NeurIPS 2023 Optimizing the Computation of Overriding in DLN (Extended Abstract) IJCAI 2023 Out-of-Distribution Generalization by Neural-Symbolic Joint Training AAAI 2023 Pairwise Causality Guided Transformers for Event Sequences NeurIPS 2023 Partial identification of dose responses with hidden confounders UAI 2023 PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs AAAI 2023 PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives ACL 2023 Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023 Pipeline for modeling causal beliefs from natural language ACL 2023 PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change NeurIPS 2023 Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications JMLR 2023 PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023 Predictable MDP Abstraction for Unsupervised Model-Based RL ICML 2023 Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023 Preferences and Constraints in Abstract Argumentation IJCAI 2023 Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference ACL 2023 Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023 Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023 Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization CVPR 2023