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knowledge graph integration

11 papers

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Co-occurring keywords · papers mentioning both

knowledge graph (5) large language model (4) entity alignment (3) zero-shot learning (2) dangling entity detection (1) unsupervised entity matching (1) observation-driven agent (1) recursive observation mechanism (1) global observation reasoning (1) cyclical reasoning paradigm (1)

Papers

LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval ACL 2026 Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs EACL 2026 DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation COLING 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 Mitigating Hallucination by Integrating Knowledge Graphs into LLM Inference – a Systematic Literature Review ACL 2025 Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration ACL 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024 ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024 Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ACL 2023 An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection ACL 2022