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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
Geometry Interaction Knowledge Graph Embeddings AAAI 2022
Role-based Multiplex Network Embedding ICML 2022
Cycle Representation Learning for Inductive Relation Prediction ICML 2022
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022
Equivariant Quantum Graph Circuits ICML 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022
Graph-based Dynamic Word Embeddings IJCAI 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022
Relational Triple Extraction: One Step is Enough IJCAI 2022
Understanding and Improving Knowledge Graph Embedding for Entity Alignment ICML 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022
Understanding Gender Bias in Knowledge Base Embeddings ACL 2022
Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022