deep-learning

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Knowledge Base Resources

Title Category Tags Skill Level
ACCESS HPC Workshop Series Learning deep-learningmachine-learningneural-networks +12 more tags Beginner, Intermediate
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch Learning aideep-learningmachine-learning +2 more tags Intermediate
Automated Machine Learning Book Learning aidata-analysisdeep-learning +4 more tags Intermediate, Advanced

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AI for Business
San Diego State University

The research focus is to apply the pre-training techniques of Large Language Models to the encoding process of the Code Search Project, to improve the existing model and develop a new code searching model. The assistant shall explore a transformer or equivalent model (such as GPT-3.5) with fine-tuning, which can help achieve state-of-the-art performance for NLP tasks. The research also aims to test and evaluate various state-of-the-art models to find the most promising ones.

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People with Expertise

James Afful

Iowa State University

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ACCESS CSSN

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cssn, CIP

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Xiaoqin Huang

Rice University

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ACCESS CSSN

Roles

mentor, research computing facilitator, research software engineer, cssn

xqhuang at Rice

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Lonnie Crosby

University of Tennessee, Knoxville

Programs

Campus Champions, ACCESS CSSN

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researcher/educator, research computing facilitator, Affinity Group Leader, CIP

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Expertise

People with Interest

Liwen Shih

University of Houston-Clear Lake

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Campus Champions, ACCESS CSSN, CCMNet

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mentor, researcher/educator, research computing facilitator, cssn, CCMNet

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Kyle Randall

Programs

ACCESS CSSN

Roles

student-facilitator

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Daniel Yi

Programs

ACCESS CSSN

Roles

student-facilitator

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