A survey on augmenting knowledge graphs (KGs) with large language models (LLMs): models,...

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A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges

Y Yan, J Su, J He, F Fu, X Zheng, Y Lyu… - arxiv preprint arxiv …, 2024 - arxiv.org
Mathematical reasoning, a core aspect of human cognition, is vital across many domains,
from educational problem-solving to scientific advancements. As artificial general …
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Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT

A Bhatt, N Vaghela, K Dudhia - arxiv preprint arxiv:2412.07412, 2024 - arxiv.org
Knowledge Graphs (KGs) are essential for the functionality of GraphRAGs, a form of
Retrieval-Augmented Generative Systems (RAGs) that excel in tasks requiring structured …
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