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21 resources
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Yann Hicke, Anmol Agarwal, Qianou Ma|Nov 13th, 2023|preprintYann Hicke, Anmol Agarwal, Qianou MaNov 13th, 2023
Responding to the thousands of student questions on online QA platforms each semester has a considerable human cost, particularly in computing courses with rapidly growing enrollments. To address the challenges of scalable and intelligent question-answering (QA), we introduce an innovative solution that leverages open-source Large Language Models (LLMs) from the LLaMA-2 family to ensure data privacy. Our approach combines augmentation techniques such as retrieval augmented generation (RAG),...
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Yann Hicke, Anmol Agarwal, Qianou Ma|Nov 13th, 2023|preprintYann Hicke, Anmol Agarwal, Qianou MaNov 13th, 2023
Responding to the thousands of student questions on online QA platforms each semester has a considerable human cost, particularly in computing courses with rapidly growing enrollments. To address the challenges of scalable and intelligent question-answering (QA), we introduce an innovative solution that leverages open-source Large Language Models (LLMs) from the LLaMA-2 family to ensure data privacy. Our approach combines augmentation techniques such as retrieval augmented generation (RAG),...
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Paul Denny, Juho Leinonen, James Prather...|Jul 30th, 2023|preprintPaul Denny, Juho Leinonen, James Prather...Jul 30th, 2023
With their remarkable ability to generate code, large language models (LLMs) are a transformative technology for computing education practice. They have created an urgent need for educators to rethink pedagogical approaches and teaching strategies for newly emerging skill sets. Traditional approaches to learning programming have focused on frequent and repeated practice at writing code. The ease with which code can now be generated has resulted in a shift in focus towards reading,...
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Steven Moore, John Stamper, Richard Tong...|Jul 7th, 2023|conferencePaperSteven Moore, John Stamper, Richard Tong...Jul 7th, 2023
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Andrew M. Olney, Steven Moore, John Stam...|Jul 7th, 2023|conferencePaperAndrew M. Olney, Steven Moore, John Stam...Jul 7th, 2023
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Matyáš Boháček, Steven Moore, John Stamp...|Jul 7th, 2023|conferencePaperMatyáš Boháček, Steven Moore, John Stamp...Jul 7th, 2023
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Shashank Sonkar, Richard G. Baraniuk, St...|Jul 7th, 2023|conferencePaperShashank Sonkar, Richard G. Baraniuk, St...Jul 7th, 2023
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Md Rayhan Kabir, Fuhua Lin, Steven Moore...|Jul 7th, 2023|conferencePaperMd Rayhan Kabir, Fuhua Lin, Steven Moore...Jul 7th, 2023
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Gautam Yadav, Ying-Jui Tseng, Xiaolin Ni...|Jul 7th, 2023|conferencePaperGautam Yadav, Ying-Jui Tseng, Xiaolin Ni...Jul 7th, 2023
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Qianou Christina Ma, Sherry Tongshuang W...|Jul 7th, 2023|conferencePaperQianou Christina Ma, Sherry Tongshuang W...Jul 7th, 2023
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Benjamin D. Nye, Dillon Mee, Mark G. Cor...|Jul 7th, 2023|conferencePaperBenjamin D. Nye, Dillon Mee, Mark G. Cor...Jul 7th, 2023
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Shouvik Ahmed Antu, Haiyan Chen, Cindy K...|Jul 7th, 2023|conferencePaperShouvik Ahmed Antu, Haiyan Chen, Cindy K...Jul 7th, 2023
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Bor-Chen Kuo, Frederic T. Y. Chang, Zong...|Jul 7th, 2023|conferencePaperBor-Chen Kuo, Frederic T. Y. Chang, Zong...Jul 7th, 2023
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Daniel Leiker, Sara Finnigan, Ashley Ric...|Jul 7th, 2023|conferencePaperDaniel Leiker, Sara Finnigan, Ashley Ric...Jul 7th, 2023
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Alex Goslen, Yeo Jin Kim, Jonathan Rowe,...|Jul 7th, 2023|conferencePaperAlex Goslen, Yeo Jin Kim, Jonathan Rowe,...Jul 7th, 2023
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Pragnya Sridhar, Aidan Doyle, Arav Agarw...|Jul 7th, 2023|conferencePaperPragnya Sridhar, Aidan Doyle, Arav Agarw...Jul 7th, 2023
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Muntasir Hoq, Yang Shi, Juho Leinonen|Jul 7th, 2023|conferencePaperMuntasir Hoq, Yang Shi, Juho LeinonenJul 7th, 2023
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Sai Gattupalli, Will Lee, Danielle Alles...|Jul 7th, 2023|conferencePaperSai Gattupalli, Will Lee, Danielle Alles...Jul 7th, 2023
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Katie Bainbridge, Candace Walkington, Ar...|Jul 7th, 2023|conferencePaperKatie Bainbridge, Candace Walkington, Ar...Jul 7th, 2023
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Kole Norberg, Husni Almoubayyed, Stephen...|Jul 7th, 2023|conferencePaperKole Norberg, Husni Almoubayyed, Stephen...Jul 7th, 2023