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Graph Embeddings

214 directly classified papers

Papers per year

Papers

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023
Modeling Dynamic Environments with Scene Graph Memory ICML 2023
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport ACL 2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NIPS 2023
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023
Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion NIPS 2023
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction EMNLP 2023
Distance-Based Propagation for Efficient Knowledge Graph Reasoning EMNLP 2023
Vector Causal Inference between Two Groups of Variables AAAI 2023
Learning Latent Relations for Temporal Knowledge Graph Reasoning ACL 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NIPS 2023
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network COLING 2022
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space COLING 2022
Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING 2022
Neural Networks in a Product of Hyperbolic Spaces NAACL 2022
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning ICML 2022
Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022
Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022