Reasoning

Iteratively Prompt Pre-trained Language Models for Chain of Thought EMNLP 2022 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022 Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022 Language Models Are Poor Learners of Directional Inference EMNLP 2022 Language Models as Agent Models EMNLP 2022 Large Language Models are Zero-Shot Reasoners NeurIPS 2022 Large-Scale Differentiable Causal Discovery of Factor Graphs NeurIPS 2022 Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022 Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022 Learning Logic Programs Though Divide, Constrain, and Conquer AAAI 2022 Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022 Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences NeurIPS 2022 Learning Symmetric Rules with SATNet NeurIPS 2022 Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing AAAI 2022 Learning To Anticipate Future With Dynamic Context Removal CVPR 2022 Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis NeurIPS 2022 Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing ACL 2022 Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ACL 2022 Learning to Mediate Disparities Towards Pragmatic Communication ACL 2022 Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022 Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 Linear-Time Verification of Data-Aware Dynamic Systems with Arithmetic AAAI 2022 Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022 Logical Credal Networks NeurIPS 2022