knowledge graph

DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path EMNLP 2025 Dynamic Reference Extraction and Linking across Multiple Scholarly Knowledge Graphs AACL 2025 Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System IJCAI 2025 EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs ACL 2025 Efficient Document-level Event Relation Extraction NAACL 2025 EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025 Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025 Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025 Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025 Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis IJCAI 2025 Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025 Enhancing Event Causality Identification with LLM Knowledge and Concept-Level Event Relations COLING 2025 Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025 Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph ACL 2025 Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025 Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025 Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization ACL 2025 Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025 Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025 Entity Profile Generation and Reasoning with LLMs for Entity Alignment EMNLP 2025 Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025 Entity Retrieval for Answering Entity-Centric Questions NAACL 2025 EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering AAAI 2025 Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain NAACL 2025 EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025