Reasoning

Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022 GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022 Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 2022 Graph Neural Networks are Dynamic Programmers NeurIPS 2022 Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022 Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022 Homomorphisms of Lifted Planning Tasks: The Case for Delete-Free Relaxation Heuristics AAAI 2022 How to talk so AI will learn: Instructions, descriptions, and autonomy NeurIPS 2022 HyperTree Proof Search for Neural Theorem Proving NeurIPS 2022 IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification COLING 2022 Improving Certified Robustness via Statistical Learning with Logical Reasoning NeurIPS 2022 Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022 Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022 Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022 Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022 Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022 Inferring Rewards from Language in Context ACL 2022 Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning EMNLP 2022 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022 Interactive Symbol Grounding with Complex Referential Expressions NAACL 2022 Interpretable Proof Generation via Iterative Backward Reasoning NAACL 2022 Inverse Problems for Gradual Semantics IJCAI 2022