Knowledge & Reasoning

A Foundation Model for Zero-shot Logical Query Reasoning NeurIPS 2024 A General Identification Algorithm For Data Fusion Problems Under Systematic Selection UAI 2024 A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective ICML 2024 Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs ICML 2024 A Graph Dynamics Prior for Relational Inference AAAI 2024 A Graph per Persona: Reasoning about Subjective Natural Language Descriptions ACL 2024 A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024 AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024 A Logic for Reasoning about Aggregate-Combine Graph Neural Networks IJCAI 2024 Alternative Measures of Direct and Indirect Effects PGM 2024 Ambiguity-Aware Abductive Learning ICML 2024 Amortized Active Causal Induction with Deep Reinforcement Learning NeurIPS 2024 Amortizing Pragmatic Program Synthesis with Rankings ICML 2024 Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract) AAAI 2024 ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ACL 2024 Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts ICML 2024 Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024 An Eager Satisfiability Modulo Theories Solver for Algebraic Datatypes AAAI 2024 An effective framework for estimating individualized treatment rules NeurIPS 2024 An Efficient Maximal Ancestral Graph Listing Algorithm ICML 2024 An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series ICML 2024 An Empirical Study of Realized GNN Expressiveness ICML 2024 A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024 Angluin-Style Learning of Deterministic Büchi and Co-Büchi Automata IJCAI 2024 An Impossibility Theorem for Node Embedding AISTATS 2024