knowledge graph

Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLMs ACL 2026 AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems AAAI 2026 AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering ACL 2026 A Knowledge Graph Based Diagnostic Framework for Analyzing Hallucinations in Arabic Machine Reading Comprehension EACL 2026 ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning ACL 2026 Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs AAAI 2026 Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026 Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026 CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering ACL 2026 CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence EACL 2026 CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026 ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026 CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records AAAI 2026 CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026 CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning CVPR 2026 Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026 Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering AAAI 2026 DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion AAAI 2026 Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026 DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026 Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph Learning CVPR 2026 Defense Against Knowledge Poisoning Attack on GraphRAG ACL 2026 DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026 DRAGOn: Designing RAG On Periodically Updated Corpus EACL 2026 EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ACL 2026