Knowledge & Reasoning

CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations COLING 2022 CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022 CoSe-Co: Text Conditioned Generative CommonSense Contextualizer NAACL 2022 Counterfactual Fairness with Partially Known Causal Graph NeurIPS 2022 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ACL 2022 Cross-document Misinformation Detection based on Event Graph Reasoning NAACL 2022 Cross-domain Named Entity Recognition via Graph Matching ACL 2022 Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022 CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022 Cycle Representation Learning for Inductive Relation Prediction ICML 2022 Dangling-Aware Entity Alignment with Mixed High-Order Proximities NAACL 2022 Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022 Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022 DCT-Centered Temporal Relation Extraction COLING 2022 DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding NeurIPS 2022 Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022 Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022 Deconfounded Visual Grounding AAAI 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022 Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP 2022 Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NeurIPS 2022 Deep Reinforcement Learning for Entity Alignment ACL 2022