Knowledge & Reasoning

Non-flat ABA Is an Instance of Bipolar Argumentation AAAI 2024 Novelty vs. Potential Heuristics: A Comparison of Hardness Measures for Satisficing Planning AAAI 2024 NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024 ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024 Omega-Regular Decision Processes AAAI 2024 On Causal Discovery in the Presence of Deterministic Relations NeurIPS 2024 On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024 On Modelling Corpus Citations in Computational Lexical Resources COLING 2024 On Online Experimentation without Device Identifiers ICML 2024 On Positivity Condition for Causal Inference ICML 2024 ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024 On the Computational Complexity of Plan Verification, (Bounded) Plan-Optimality Verification, and Bounded Plan Existence AAAI 2024 On the Expressive Power of Spectral Invariant Graph Neural Networks ICML 2024 On the Identifiability of Switching Dynamical Systems ICML 2024 On the Parameter Identifiability of Partially Observed Linear Causal Models NeurIPS 2024 On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data ICML 2024 On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning ACL 2024 On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games NeurIPS 2024 On the Structural Hardness of Answer Set Programming: Can Structure Efficiently Confine the Power of Disjunctions? AAAI 2024 On the Unlikelihood of D-Separation PGM 2024 Ontologically Faithful Generation of Non-Player Character Dialogues EMNLP 2024 Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024 Optimal Kernel Choice for Score Function-based Causal Discovery ICML 2024 Optimal Transport for Structure Learning Under Missing Data ICML 2024 Optimised Storage for Datalog Reasoning AAAI 2024