Výsledky vyhledávání - "CHEN, MEILIAN"

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A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry

Autor: Huang, Yining, Tang, Keke, Chen, Meilian, Wang, Boyuan

Since the inception of the Transformer architecture in 2017, Large Language Models (LLMs) such as GPT and BERT have evolved significantly, impacting various industries with their advanced capabilities in language understanding and generation. These m

Externí odkaz: http://arxiv.org/abs/2404.15777

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Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies

Autor: Huang, Yining, Tang, Keke, Chen, Meilian

Emerging Large Language Models (LLMs) like GPT-4 have revolutionized Natural Language Processing (NLP), showing potential in traditional tasks such as Named Entity Recognition (NER). Our study explores a three-phase training strategy that harnesses G

Externí odkaz: http://arxiv.org/abs/2402.09282

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Akademický článek

Unique characteristics and spatiotemporal variations of dissolved organic matter along the Yeongsan River estuary impacted by an estuary dam

Autor: Chen, Meilian, Jang, Suhyeon, Shin, Kyung-Hoon, Oh, Haeseong, Kim, Min-Seob, Hur, Jin

Publikováno v: In Estuarine, Coastal and Shelf Science February 2025 313

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Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field

Autor: Huang, Yining, Chen, Meilian, Tang, Keke

We introduce a framework for AI-based medical consultation system with knowledge graph embedding and reinforcement learning components and its implement. Our implement of this framework leverages knowledge organized as a graph to have diagnosis accor

Externí odkaz: http://arxiv.org/abs/2106.07502

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