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1837 papers

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Also known as

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

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

Knowledge-Enhanced Explainable Hypergraph Convolution Network for Medication Recommendation AAAI 2026

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

PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module 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

Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering AAAI 2026

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026

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

LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval AAAI 2026

Why Isn’t Relational Learning Taking Over the World? AAAI 2026

SARA: Leveraging LLM Agents and Jurisprudential Ontologies for Automated Legal Reasoning AAAI 2026

Knowledge Graph for Efficient Multi-hop Question Generation (Student Abstract) AAAI 2026

PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026

I know you are different! Towards Persona Driven Knowledge-infused Dialogue Assistant EACL 2026

DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026

GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026

LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026

KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026

LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ACL 2026