Knowledge Graphs

Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding ICML 2025 RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation ICML 2025 ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems ICML 2025 RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025 S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025 SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP 2025 Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier ICLR 2025 SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval ICML 2025 Schema Generation for Large Knowledge Graphs Using Large Language Models EMNLP 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Score matching through the roof: linear, nonlinear, and latent variables causal discovery CLeaR 2025 Score Matching with Missing Data ICML 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025 Semantic Frame Induction from a Real-World Corpus ACL 2025 Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025 SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025 Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline EMNLP 2025 Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025 SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025 Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025 SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025 Situational Scene Graph for Structured Human-Centric Situation Understanding WACV 2025 SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025