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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Few-shot Relational Reasoning via Connection Subgraph Pretraining NIPS 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption NIPS 2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NIPS 2022
Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022
TempEL: Linking Dynamically Evolving and Newly Emerging Entities NIPS 2022
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022
DDGCN: Dual Dynamic Graph Convolutional Networks for Rumor Detection on Social Media AAAI 2022
Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022
Geometry Interaction Knowledge Graph Embeddings AAAI 2022
Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022
Iterative Structural Inference of Directed Graphs NIPS 2022
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NIPS 2022
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective NIPS 2022
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022
Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022
Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022