knowledge graph

Systematic Relational Reasoning With Epistemic Graph Neural Networks ICLR 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025 TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025 TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching ICML 2025 Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025 Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025 The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025 Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation ICLR 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework ACL 2025 Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective AAAI 2025 TripleCheck: Transparent Post-Hoc Verification of Biomedical Claims in AI-Generated Answers EMNLP 2025 TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025 Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025 Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025 Unifying Large Language Models and Knowledge Graphs for efficient Regulatory Information Retrieval and Answer Generation COLING 2025 UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever ACL 2025 Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025 Using Machine Learning to Improve Research in the Agriculture Industry AAAI 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 WojoodOntology: Ontology-Driven LLM Prompting for Unified Information Extraction Tasks EMNLP 2025