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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning IJCNLP 2022
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications IJCNLP 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph IJCNLP 2022
Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction EMNLP 2022
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction EMNLP 2022
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions NAACL 2022
On Masked Language Models for Contextual Link Prediction ACL 2022
Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022
Inductive Logical Query Answering in Knowledge Graphs NIPS 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NIPS 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey AACL 2022
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation AACL 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022
Detecting Latent Communities in Network Formation Models JMLR 2022
Materialized Knowledge Bases from Commonsense Transformers ACL 2022
Knowing the No-match: Entity Alignment with Dangling Cases ACL 2021
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph IJCAI 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results EMNLP 2021
ESRA: Explainable Scientific Research Assistant ACL 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021