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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021
Box-To-Box Transformations for Modeling Joint Hierarchies ACL 2021
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs AAAI 2021
5* Knowledge Graph Embeddings with Projective Transformations AAAI 2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path AAAI 2021
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021
Employing Argumentation Knowledge Graphs for Neural Argument Generation ACL 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion IJCNLP 2021
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling EMNLP 2021
A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference EMNLP 2021
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ACL 2021
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods EMNLP 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021
Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021
Question Answering Over Temporal Knowledge Graphs IJCNLP 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL 2021
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions IJCNLP 2021
Visual Pivoting for (Unsupervised) Entity Alignment AAAI 2021
Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021