Reasoning

Half-Hop: A graph upsampling approach for slowing down message passing ICML 2023 Hallucination Detection for Grounded Instruction Generation EMNLP 2023 Heuristic Search in Dual Space for Constrained Fixed-Horizon POMDPs with Durative Actions AAAI 2023 Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning AAAI 2023 Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023 How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning EMNLP 2023 How Well Do Large Language Models Perform on Faux Pas Tests? ACL 2023 HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023 IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023 Identifying Quantifiably Verifiable Statements from Text ACL 2023 Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ACL 2023 Improving Mathematics Tutoring With A Code Scratchpad ACL 2023 Improving Unsupervised Visual Program Inference with Code Rewriting Families ICCV 2023 In-Context Analogical Reasoning with Pre-Trained Language Models ACL 2023 Inferential Knowledge-Enhanced Integrated Reasoning for Video Question Answering AAAI 2023 Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning ICML 2023 Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NeurIPS 2023 Interactive Visual Reasoning under Uncertainty NeurIPS 2023 Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023 Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction NeurIPS 2023 Interpretable Neural-Symbolic Concept Reasoning ICML 2023 Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models CVPR 2023 Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning ACL 2023 Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023 Is Shortest Always Best? The Role of Brevity in Logic-to-Text Generation ACL 2023