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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023
Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023
Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information AAAI 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023
SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023
Knowledge Hypergraph Embedding Meets Relational Algebra JMLR 2023
EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023
Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples EMNLP 2023
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees NIPS 2023
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph NIPS 2023
Semantic Parsing for Conversational Question Answering over Knowledge Graphs EACL 2023
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach ICML 2023
Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation ACL 2023
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ACL 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023
TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries ACL 2023
KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection EMNLP 2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NIPS 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ACL 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning ACL 2023