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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations COLING 2022
Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement COLING 2022
Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions SEMEVAL 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs ICML 2022
Generative Knowledge Graph Construction: A Review EMNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022
Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 2022
Faithful Knowledge Graph Explanations in Commonsense Question Answering EMNLP 2022
Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022
A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP 2022
Diving Deep into Modes of Fact Hallucinations in Dialogue Systems EMNLP 2022
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022
Knowledge Graph Generation From Text EMNLP 2022
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022