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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
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
NIPS 2021
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021
Keyword-Guided Neural Conversational Model
AAAI 2021
Contrastive Triple Extraction with Generative Transformer
AAAI 2021
Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity
AAAI 2021
How to Train Your Agent to Read and Write
AAAI 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation
AAAI 2021
Multi-view Inference for Relation Extraction with Uncertain Knowledge
AAAI 2021
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training
AAAI 2021
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
ACL 2021
Learning Term Embeddings for Lexical Taxonomies
AAAI 2021
GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning
AAAI 2021
PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding
AAAI 2021
Empirical Best Practices On Using Product-Specific Schema.org
AAAI 2021
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs
NAACL 2021
Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia
NAACL 2021
Low Resource Quadratic Forms for Knowledge Graph Embeddings
EMNLP 2021
Knowledge and Keywords Augmented Abstractive Sentence Summarization
EMNLP 2021
VisualSem: a high-quality knowledge graph for vision and language
EMNLP 2021
Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles
EMNLP 2021
Blindness to Modality Helps Entailment Graph Mining
EMNLP 2021
Commonsense Knowledge in Word Associations and ConceptNet
EMNLP 2021
Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering
EMNLP 2021
Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs
NAACL 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA
CVPR 2021
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