Reasoning

lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023 Logical Implications for Visual Question Answering Consistency CVPR 2023 Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023 Logic and Commonsense-Guided Temporal Knowledge Graph Completion AAAI 2023 Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023 Machine Reading Comprehension using Case-based Reasoning EMNLP 2023 Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023 Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation CVPR 2023 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023 Memory-Augmented Theory of Mind Network AAAI 2023 Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models EMNLP 2023 Memory-Limited Model-Based Diagnosis (Extended Abstract) IJCAI 2023 MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023 Mind's Eye: Grounded Language Model Reasoning through Simulation ICLR 2023 Mind the Gap: Automated Corpus Creation for Enthymeme Detection and Reconstruction in Learner Arguments EMNLP 2023 Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation EMNLP 2023 MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023 Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023 Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning EMNLP 2023 Multi-Level Compositional Reasoning for Interactive Instruction Following AAAI 2023 Multi-modal Action Chain Abductive Reasoning ACL 2023