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Knowledge Graph

702 directly classified papers

Papers per year

Papers

SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance EMNLP 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022
Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection EMNLP 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022
Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection COLING 2022
Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships CVPR 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
Identifying relevant common sense information in knowledge graphs ACL 2022
A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning? ACL 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022
Materialized Knowledge Bases from Commonsense Transformers ACL 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption NIPS 2022
Few-shot Relational Reasoning via Connection Subgraph Pretraining NIPS 2022
KAT: A Knowledge Augmented Transformer for Vision-and-Language NAACL 2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer NAACL 2022
Global Entity Disambiguation with BERT NAACL 2022
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022