Knowledge Graphs

Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis NAACL 2021 HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph IJCAI 2021 HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021 How to Train Your Agent to Read and Write AAAI 2021 Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021 Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021 HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning EMNLP 2021 Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks EACL 2021 Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation EMNLP 2021 Improving Query Graph Generation for Complex Question Answering over Knowledge Base EMNLP 2021 Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021 In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ACL 2021 Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering ACL 2021 Integrating Personalized PageRank into Neural Word Sense Disambiguation EMNLP 2021 Integrating Transformers and Knowledge Graphs for Twitter Stance Detection EMNLP 2021 Interactive Machine Comprehension with Dynamic Knowledge Graphs EMNLP 2021 Investigating Pretrained Language Models for Graph-to-Text Generation EMNLP 2021 JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase AAAI 2021 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021 Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network NAACL 2021 KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021 Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees IJCAI 2021 Keyword-Guided Neural Conversational Model AAAI 2021 KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021 KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021