Knowledge Graphs

Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching Interspeech 2020 ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020 Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction EMNLP 2020 Experiences with Modeling Network Topologies at Multiple Levels of Abstraction NSDI 2020 Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base COLING 2020 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020 Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020 Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020 Faithful Embeddings for Knowledge Base Queries NeurIPS 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Few-Shot Knowledge Graph Completion AAAI 2020 GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020 Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020 Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs AAAI 2020 Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment IJCAI 2020 GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 Graph-Structured Referring Expression Reasoning in the Wild CVPR 2020 Heterogeneous Network Representation Learning IJCAI 2020 Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020 Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering AAAI 2020 Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020 Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks EMNLP 2020 Inductive Relation Prediction by Subgraph Reasoning ICML 2020 Inferring Degrees from Incomplete Networks and Nonlinear Dynamics IJCAI 2020 Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020