← Representation
Knowledge & Reasoning › Representation ›

Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025
Efficient Document-level Event Relation Extraction NAACL 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025
Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025
Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines ICCV 2025
Hierarchical 3D Scene Graphs Construction Outdoors ICCV 2025
Knowledge-Guided Part Segmentation ICCV 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025
Mixed-Curvature Multi-Modal Knowledge Graph Completion AAAI 2025
GraphAgent: Agentic Graph Language Assistant EMNLP 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025
SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025
Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025
Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025