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1837 papers

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KG

Co-occurring keywords

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

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026

Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026

From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning AAAI 2026

TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs AAAI 2026

ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs AAAI 2026

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026

What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge EACL 2026

KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026

ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment EACL 2026

GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval EACL 2026

DRAGOn: Designing RAG On Periodically Updated Corpus EACL 2026

Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026

TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026

SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations EACL 2026

Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval EACL 2026

Hierarchical User Intent Inference with Knowledge Graph Grounding EACL 2026

A Knowledge Graph Based Diagnostic Framework for Analyzing Hallucinations in Arabic Machine Reading Comprehension EACL 2026

NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026

Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning AAAI 2026

UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026

Knowledge-Enhanced Image Captioning with Adaptive Graph-based Multimodal Alignment and LLM AAAI 2026

Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models AAAI 2026

RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026