Reasoning

DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023 Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023 Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023 Disentangling Reafferent Effects by Doing Nothing AAAI 2023 Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023 Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning NeurIPS 2023 Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning CVPR 2023 Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023 Do transformer models do phonology like a linguist? ACL 2023 DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023 Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023 Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning ICLR 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023 Efficient Movie Scene Detection Using State-Space Transformers CVPR 2023 Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023 Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023 Enabling Knowledge Refinement upon New Concepts in Abductive Learning AAAI 2023 Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023 Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023 Entity Tracking in Language Models ACL 2023 Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ACL 2023 Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning NeurIPS 2023 Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension EMNLP 2023 Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023