Reasoning

DCT-Centered Temporal Relation Extraction COLING 2022 Deconfounded Visual Grounding AAAI 2022 Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022 Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NeurIPS 2022 DeepStochLog: Neural Stochastic Logic Programming AAAI 2022 Defending Compositionality in Emergent Languages NAACL 2022 Diaformer: Automatic Diagnosis via Symptoms Sequence Generation AAAI 2022 DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022 DiscoSense: Commonsense Reasoning with Discourse Connectives EMNLP 2022 DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022 Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022 Document-Level Event Argument Extraction via Optimal Transport ACL 2022 Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022 Drawing out of Distribution with Neuro-Symbolic Generative Models NeurIPS 2022 DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022 DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022 Duel-based Deep Learning system for solving IQ tests AISTATS 2022 Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022 Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022 e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022 Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge AAAI 2022 E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022 ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler NeurIPS 2022 End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NeurIPS 2022 End-to-End Chinese Speaker Identification NAACL 2022