Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs
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2309.03118
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Published
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2
Knowledge graph
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Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?
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Integrating Graphs with Large Language Models: Methods and Prospects
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Unifying Large Language Models and Knowledge Graphs: A Roadmap
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Schema-learning and rebinding as mechanisms of in-context learning and emergence
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Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
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LLMs4OL: Large Language Models for Ontology Learning
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SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning
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Topological structure of complex predictions
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Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces
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Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
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Link-Context Learning for Multimodal LLMs
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CooK: Empowering General-Purpose Language Models with Modular and Collaborative Knowledge
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Graph Prompt Learning: A Comprehensive Survey and Beyond
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