graph-based retrieval

AILS-NTUA at SemEval-2026 Task 12: Graph-Based Retrieval and Reflective Prompting for Abductive Event Reasoning SemEval 2026 ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation AAAI 2026 FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph ACL 2026 GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning AAAI 2026 How to Efficiently Explore Noisy Historical Data? Leveraging Corpus Pre-Targeting to Enhance Graph-based RAG EACL 2026 PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths AAAI 2026 TH-RAG : Topic-Based Hierarchical Knowledge Graphs for Robust Multi-hop Reasoning in Graph-based RAG Systems ACL 2026 Biomedical Hypothesis Explainability with Graph-Based Context Retrieval MLHC 2025 Craw4LLM: Efficient Web Crawling for LLM Pretraining ACL 2025 Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025 GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 GraDaSE: Graph-Based Dataset Search with Examples EMNLP 2025 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025 Retrieval-Augmented Generation with Hierarchical Knowledge EMNLP 2025 ROGRAG: A Robustly Optimized GraphRAG Framework ACL 2025 Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources COLING 2020