Reasoning

Complexity-Based Prompting for Multi-step Reasoning ICLR 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NeurIPS 2023 Compositional Mathematical Encoding for Math Word Problems ACL 2023 Computational Narrative Understanding: A Big Picture Analysis EMNLP 2023 Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset EMNLP 2023 Conjunct Resolution in the Face of Verbal Omissions ACL 2023 Constraint Optimization over Semirings AAAI 2023 Continuation Path Learning for Homotopy Optimization ICML 2023 Controllable Neural Symbolic Regression ICML 2023 CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023 COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023 Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023 Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023 CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models EMNLP 2023 CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023 Crystal: Introspective Reasoners Reinforced with Self-Feedback EMNLP 2023 D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 Decomposed Prompting: A Modular Approach for Solving Complex Tasks ICLR 2023 Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction CVPR 2023 Deductive Verification of Chain-of-Thought Reasoning NeurIPS 2023 Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models ACL 2023 Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Diable: Efficient Dialogue State Tracking as Operations on Tables ACL 2023 Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs NeurIPS 2023