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Methodology
← Representation
Knowledge & Reasoning
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Representation
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Knowledge Graphs
1534 directly classified papers
Papers per year
2002: 1
2006: 2
2007: 2
2008: 3
2009: 2
2010: 6
2011: 4
2012: 4
2013: 11
2014: 1
2016: 15
2017: 47
2018: 77
2019: 131
2020: 157
2021: 179
2022: 243
2023: 207
2024: 200
2025: 241
2026: 1
Papers
Knowledge Hypergraphs: Prediction Beyond Binary Relations
IJCAI 2020
TransRHS: A Representation Learning Method for Knowledge Graphs with Relation Hierarchical Structure
IJCAI 2020
Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment
IJCAI 2020
Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract)
AAAI 2020
Knowledge Graph Transfer Network for Few-Shot Recognition
AAAI 2020
Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation
AAAI 2020
Reasoning on Knowledge Graphs with Debate Dynamics
AAAI 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
AACL 2020
A User Interface for Exploring and Querying Knowledge Graphs (Extended Abstract)
IJCAI 2020
A Speech-to-Knowledge-Graph Construction System
IJCAI 2020
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation
AAAI 2020
TransOMCS: From Linguistic Graphs to Commonsense Knowledge
IJCAI 2020
KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction
IJCAI 2020
Heterogeneous Network Representation Learning
IJCAI 2020
Better AMR-To-Text Generation with Graph Structure Reconstruction
IJCAI 2020
Knowledge-Enhanced Named Entity Disambiguation for Short Text
AACL 2020
Multi-view Classification Model for Knowledge Graph Completion
AACL 2020
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths
AACL 2020
BERT-INT:A BERT-based Interaction Model For Knowledge Graph Alignment
IJCAI 2020
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics
IJCAI 2020
A Simple Text-based Relevant Location Prediction Method using Knowledge Base
AACL 2020
Webly Supervised Knowledge Embedding Model for Visual Reasoning
CVPR 2020
End-to-End Argumentation Knowledge Graph Construction
AAAI 2020
Few-Shot Knowledge Graph Completion
AAAI 2020
K-BERT: Enabling Language Representation with Knowledge Graph
AAAI 2020
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