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Graph Embeddings

214 directly classified papers

Papers per year

Papers

Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024
Microstructures and Accuracy of Graph Recall by Large Language Models NIPS 2024
A Graph Dynamics Prior for Relational Inference AAAI 2024
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NIPS 2024
A Graph per Persona: Reasoning about Subjective Natural Language Descriptions ACL 2024
MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024
An Impossibility Theorem for Node Embedding AISTATS 2024
Community Detection Guarantees using Embeddings Learned by Node2Vec NIPS 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024
Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval IJCAI 2024
Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024
CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs EACL 2023
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph NIPS 2023
Learning Latent Relations for Temporal Knowledge Graph Reasoning ACL 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023
Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information AAAI 2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NIPS 2023
EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer AAAI 2023
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics JMLR 2023
TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation IJCAI 2023
Vector Causal Inference between Two Groups of Variables AAAI 2023