Reasoning

Explicit Knowledge Incorporation for Visual Reasoning CVPR 2021 Exploring Decomposition for Table-based Fact Verification EMNLP 2021 Exploring Listwise Evidence Reasoning with T5 for Fact Verification ACL 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021 FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning EMNLP 2021 Few-Shot Novel Concept Learning for Semantic Parsing EMNLP 2021 Flexible Generation of Natural Language Deductions EMNLP 2021 Focused Inference and System P AAAI 2021 Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference EMNLP 2021 ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021 Generating Hypothetical Events for Abductive Inference ACL 2021 GENSYNTH: Synthesizing Datalog Programs without Language Bias AAAI 2021 GMH: A General Multi-hop Reasoning Model for KG Completion EMNLP 2021 GraphMR: Graph Neural Network for Mathematical Reasoning EMNLP 2021 Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021 HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021 Heuristic-Guided Reinforcement Learning NeurIPS 2021 Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions NAACL 2021 Hierarchical Motion Understanding via Motion Programs CVPR 2021 Hierarchical Relational Inference AAAI 2021 How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI EMNLP 2021 How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS 2021 How Transferable Are Reasoning Patterns in VQA? CVPR 2021 Improving Causal Inference by Increasing Model Expressiveness AAAI 2021