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← Knowledge & Reasoning
Knowledge & Reasoning ›

Representation

1,906 papers (7 classified directly here)

Subtopics

Knowledge Graphs (1,545) Knowledge Representation (363) Ontology Learning (61)

Papers per year

7
2
193
288
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Papers (including subtopics)

A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022
Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022
Entity Retrieval from Multilingual Knowledge Graphs EMNLP 2022
Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB) EMNLP 2022
Understanding and Improving Knowledge Graph Embedding for Entity Alignment ICML 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
Equivariant Quantum Graph Circuits ICML 2022
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