Reasoning

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 Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023 Quantifying Consistency and Information Loss for Causal Abstraction Learning IJCAI 2023 Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs EMNLP 2023 Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023 Rank-Based Causal Discovery for Post-Nonlinear Models AISTATS 2023 Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023 Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023 Reasoning with Language Model Prompting: A Survey ACL 2023 Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023 Reinforcement Causal Structure Learning on Order Graph AAAI 2023 Relational Program Synthesis with Numerical Reasoning AAAI 2023 Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023 Relative Inconsistency Measures for Indefinite Databases with Denial Constraints IJCAI 2023 Reliable Neuro-Symbolic Abstractions for Planning and Learning IJCAI 2023 REPLACE: A Logical Framework for Combining Collective Entity Resolution and Repairing IJCAI 2023 RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP 2023 Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023 RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023 Rule Induction in Knowledge Graphs Using Linear Programming AAAI 2023 Sample-Specific Root Causal Inference with Latent Variables CLeaR 2023 SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NeurIPS 2023