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1837 papers

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KG

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large language model (13587) question answering (2963) graph neural network (3962) link prediction (624) retrieval-augmented generation (1592) multi-hop reasoning (423) relation extraction (919) information extraction (1090) representation learning (6206) graph embedding (349)

Papers

Faithfulness Beyond Plausibility: Auditing Human Explanations in Educational Assessment ACL 2026
Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation ACL 2026
Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation ACL 2026
Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026
LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning ACL 2026
TabReX: Tabular Referenceless eXplainable Evaluation ACL 2026
MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026
Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection ACL 2026
MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction ACL 2026
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation ACL 2026
Extending First-Order Logic for Factual Reasoning over Knowledge Graphs ACL 2026
EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ACL 2026
From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026
LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning ACL 2026
KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning ACL 2026
CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026
Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026
SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation ACL 2026
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery ACL 2026
LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation ACL 2026
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance ACL 2026
FourCorners: A Production Knowledge Graph Unifying Thailand’s Legal System ACL 2026
From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs ACL 2026
Defense Against Knowledge Poisoning Attack on GraphRAG ACL 2026
JobMatchAI - An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI ACL 2026