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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
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information
EMNLP 2023
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations
ACL 2023
“Knowledge is Power”: Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation
ACL 2023
Evaluating the Knowledge Base Completion Potential of GPT
EMNLP 2023
Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion
ACL 2023
Shrinking Embeddings for Hyper-Relational Knowledge Graphs
ACL 2023
Schema-adaptable Knowledge Graph Construction
EMNLP 2023
KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection
EMNLP 2023
Multilingual Knowledge Graph Completion with Language-Sensitive Multi-Graph Attention
ACL 2023
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level
ACL 2023
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information
EMNLP 2023
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer
AAAI 2023
Complex Event Schema Induction with Knowledge-Enriched Diffusion Model
EMNLP 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases
AAAI 2023
Descriptive Knowledge Graph in Biomedical Domain
EMNLP 2023
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees
NIPS 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs
EMNLP 2023
SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning
EMNLP 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
NIPS 2023
Linking Surface Facts to Large-Scale Knowledge Graphs
EMNLP 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection
EMNLP 2023
Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs
AAAI 2023
EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata
ACL 2023
Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples
EMNLP 2023
GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation
AAAI 2023
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