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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding IJCAI 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024
DFRP: A Dual-Track Feedback Recommendation System for Educational Resources IJCAI 2024
PyClause - Simple and Efficient Rule Handling for Knowledge Graphs IJCAI 2024
History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024
Temporal Inductive Logic Reasoning over Hypergraphs IJCAI 2024
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024
KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering IJCAI 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024
Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024
A Survey on Extractive Knowledge Graph Summarization: Applications, Approaches, Evaluation, and Future Directions IJCAI 2024
MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024
HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024
ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold ACL 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System ACL 2024
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media COLING 2024
FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024