Representation

Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 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 DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022 Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP 2022 Deep Reinforcement Learning for Entity Alignment ACL 2022 DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions AAAI 2022 DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022 Detecting Latent Communities in Network Formation Models JMLR 2022 Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NeurIPS 2022 Disentangled Action Recognition with Knowledge Bases NAACL 2022 Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts ACL 2022 Diving Deep into Modes of Fact Hallucinations in Dialogue Systems EMNLP 2022 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 DocAMR: Multi-Sentence AMR Representation and Evaluation NAACL 2022 Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022 Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022 Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022 EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP 2022 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022