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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

Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025
Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
A General Knowledge Injection Framework for ICD Coding ACL 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context EMNLP 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025
Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification EMNLP 2025
What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025
Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025
STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs AAAI 2025
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation AAAI 2025
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025
Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025
Knowledge-driven Scientific Large Language Models AAAI 2025
CVE-LLM: Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models AAAI 2025
Knowledge Graph and Large Language Model for Metabolomics AAAI 2025
Advancing Feature Extraction in Healthcare through the Integration of Knowledge Graphs and Large Language Models AAAI 2025
Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025