Knowledge Graphs

scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025 StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization ICLR 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ACL 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025 Type Information-Assisted Self-Supervised Knowledge Graph Denoising AISTATS 2025 Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025 VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025 Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025 What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025 ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025 CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention CVPR 2024 CAGK: Collaborative Aspect Graph Enhanced Knowledge-based Recommendation COLING 2024 CHisIEC: An Information Extraction Corpus for Ancient Chinese History COLING 2024 CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules EMNLP 2024 Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024 DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024 Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models ACML 2024