conftrace_

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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

On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models COLING 2025
Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ACL 2025
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking ACL 2025
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025
Can LLMs be Knowledge Graph Curators for Validating Triple Insertions? COLING 2025
GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025
KGFakeNet: A Knowledge Graph-Enhanced Model for Fake News Detection COLING 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025
Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs COLING 2025
DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025
Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025
GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025
Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs COLING 2025
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies AAAI 2025
NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs COLING 2025
Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025
Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents COLING 2025
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025
From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025
Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025