Results 11 to 20 of about 239,466 (252)
Introduction to Large Language Models (LLMs) for dementia care and research [PDF]
Frontiers in DementiaIntroductionDementia is a progressive neurodegenerative disorder that affects cognitive abilities including memory, reasoning, and communication skills, leading to gradual decline in daily activities and social engagement.
Matthias S. Treder +3 more
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Performance of large language models (LLMs) in providing prostate cancer information [PDF]
BMC UrologyPurpose The diagnosis and management of prostate cancer (PCa), the second most common cancer in men worldwide, are highly complex. Hence, patients often seek knowledge through additional resources, including AI chatbots such as ChatGPT and Google Bard ...
Ahmed Alasker +7 more
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Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs [PDF]
SIGKDD Explorations, 2023 Learning on Graphs has attracted immense attention due to its wide real-world applications. The most popular pipeline for learning on graphs with textual node attributes primarily relies on Graph Neural Networks (GNNs), and utilizes shallow text ...
Zhikai Chen +10 more
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Recommender Systems in the Era of Large Language Models (LLMs) [PDF]
IEEE Transactions on Knowledge and Data Engineering, 2023 With the prosperity of e-commerce and web applications, Recommender Systems (RecSys) have become an indispensable and important component, providing personalized suggestions that cater to user preferences.
Wenqi Fan +7 more
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Label-free Node Classification on Graphs with Large Language Models (LLMS) [PDF]
International Conference on Learning Representations, 2023 In recent years, there have been remarkable advancements in node classification achieved by Graph Neural Networks (GNNs). However, they necessitate abundant high-quality labels to ensure promising performance.
Zhikai Chen +7 more
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Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? [PDF]
North American Chapter of the Association for Computational Linguistics, 2023 Since the recent prosperity of Large Language Models (LLMs), there have been interleaved discussions regarding how to reduce hallucinations from LLM responses, how to increase the factuality of LLMs, and whether Knowledge Graphs (KGs), which store the ...
Kai Sun +4 more
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Several categories of Large Language Models (LLMs): A Short Survey [PDF]
International Journal for Research in Applied Science and Engineering Technology, 2023 : Large Language Models (LLMs) have become effective tools for natural language process-ing and have been used in many different fields. This essay offers a succinct summary of various LLM subcategories.
Saurabh Pahune, M. Chandrasekharan
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Large language models encode clinical knowledge [PDF]
Nature, 2022 Med-PaLM, a state-of-the-art large language model for medicine, is introduced and evaluated across several medical question answering tasks, demonstrating the promise of these models in this domain.
K. Singhal +29 more
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A Survey on Evaluation of Large Language Models [PDF]
ACM Transactions on Intelligent Systems and Technology, 2023 Large language models (LLMs) are gaining increasing popularity in both academia and industry, owing to their unprecedented performance in various applications. As LLMs continue to play a vital role in both research and daily use, their evaluation becomes
Yu-Chu Chang +15 more
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The potential of Large Language Models in language education
Освітній вимір, 2021 This editorial explores the potential of Large Language Models (LLMs) in language education. It discusses the role of LLMs in machine translation, the concept of ‘prompt programming’, and the inductive bias of LLMs for abstract textual reasoning.
Vita A. Hamaniuk
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