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Knowledge Graphs

1,545 papers

Papers per year

6
157
241
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Papers

VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022
Cycle Representation Learning for Inductive Relation Prediction ICML 2022
Role-based Multiplex Network Embedding ICML 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs ICML 2022
Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer IJCAI 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion IJCAI 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022
Adversarial Explanations for Knowledge Graph Embeddings IJCAI 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022
Graph-based Dynamic Word Embeddings IJCAI 2022
Relational Triple Extraction: One Step is Enough IJCAI 2022
Complex Query Answering with Neural Link Predictors (Extended Abstract)* IJCAI 2022
Knowledge-Based News Event Analysis and Forecasting Toolkit IJCAI 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph IJCNLP 2022
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications IJCNLP 2022
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning IJCNLP 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey IJCNLP 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs IJCNLP 2022
Food Knowledge Representation Learning with Adversarial Substitution IJCNLP 2022
Efficient and Robust Knowledge Graph Construction IJCNLP 2022