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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
Duality of Link Prediction and Entailment Graph Induction
ACL 2019
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
NAACL 2019
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs
IJCNLP 2019
Improving Neural Entity Disambiguation with Graph Embeddings
ACL 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information
EMNLP 2019
Recursive Sketches for Modular Deep Learning
ICML 2019
Machine Reading Comprehension Using Structural Knowledge Graph-aware Network
IJCNLP 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs
IJCNLP 2019
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference
AAAI 2019
Hyperbolic Heterogeneous Information Network Embedding
AAAI 2019
Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption
UAI 2019
Jointly Learning Entity and Relation Representations for Entity Alignment
EMNLP 2019
K3S: Knowledge-Driven Solution Support System
AAAI 2019
Type Sequence Preserving Heterogeneous Information Network Embedding
AAAI 2019
Structured Bayesian Networks: From Inference to Learning with Routes
AAAI 2019
DBee: A Database for Creating and Managing Knowledge Graphs and Embeddings
EMNLP 2019
Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH
ACL 2019
Quantum Embedding of Knowledge for Reasoning
NIPS 2019
ERNIE: Enhanced Language Representation with Informative Entities
ACL 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
NIPS 2019
Harmonizing Different Lemmatization Strategies for Building a Knowledge Base of Linguistic Resources for Latin
ACL 2019
TransGate: Knowledge Graph Embedding with Shared Gate Structure
AAAI 2019
Improved Knowledge Graph Embedding Using Background Taxonomic Information
AAAI 2019
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
AAAI 2019
Rethinking Knowledge Graph Propagation for Zero-Shot Learning
CVPR 2019
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