Search Results - Large Language Models in coding

Programming for the Next Generation: Transitioning from Traditional Models to Large Language Models in Coding Education for Kids by Rafique, Zainab, Wasim, Muhammad, Ali, Alina

“… However, with the emergence of Large Language Models like GPT-4, the vision of programming education is to evolve into real-time, contextual support and personalized feedback that makes…”
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Updating “The Future of Coding”: Qualitative Coding with Generative Large Language Models by Than, Nga, Fan, Leanne, Law, Tina, Nelson, Laura K., McCall, Leslie

“… The emergence of GPT and open-source generative large language models (LLMs) has transformed this process by shifting from programming to engaging with models using natural…”
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Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency by Huang, Baizhou, Lu, Shuai, Chen, Weizhu, Wan, Xiaojun, Duan, Nan

“…Large language models (LLMs) have exhibited remarkable ability in code generation…”
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Comment on “Artificial Intelligence in Surgical Coding: Evaluating Large Language Models for Current Procedural Terminology Accuracy in Hand Surgery” by Daungsupawong, Hinpetch, Wiwanitkit, Viroj

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Should we still teach or learn coding? A postgraduate student perspective on the use of large language models for coding in ecology and evolution by Campbell, Heather, Bluck, Thomas, Curry, Ella, Harris, Derrick, Pike, Billie, Wright, Bethany

“… learning curve alongside learning advanced statistics. With the emergence of large language models (LLMs…”
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Harnessing large language models for coding, teaching and inclusion to empower research in ecology and evolution by Cooper, Natalie, Clark, Adam T., Lecomte, Nicolas, Qiao, Huijie, Ellison, Aaron M.

“…Large language models (LLMs) are a type of artificial intelligence (AI) that can perform various natural language processing tasks…”
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Detecting code paraphrased by large language models using coding style features by Park, Shinwoo, Jin, Hyundong, Cha, Jeong-won, Han, Yo-Sub

“…Recent progress in large language models (LLMs) for code generation has raised serious concerns about intellectual property protection…”
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Conformal Prediction and Large Language Models for Medical Coding by Snyder, Christopher, Brodsky, Victor

“… In this study, we develop a fine-tuned large language model (LLaMA-3B) as a high-reliability predictor for CPT codes…”
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Evaluating Large Language Model’s accuracy in current procedural terminology coding given operative note templates across various plastic surgery sub-specialties by Carrarini, Mia J., Liu, Hilary Y., Perez, Catherine K., Egro, Francesco M.

“… Large Language Models (LLMs) offer a promising solution, but their accuracy in assigning CPT codes based on full operative note templates remains largely untested…”
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Attacks and Defenses for Large Language Models on Coding Tasks by Zhang, Chi, Wang, Zifan, Zhao, Ruoshi, Mangal, Ravi, Fredrikson, Matt, Jia, Limin, Pasareanu, Corina S.

“…Modern large language models (LLMs), such as ChatGPT, have demonstrated impressive capabilities for coding tasks, including writing and reasoning about code…”
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Evaluating the Efficacy of Large Language Models in CPT Coding for Craniofacial Surgery: A Comparative Analysis by Isch, Emily L, Sarikonda, Advith, Sambangi, Abhijeet, Carreras, Angeleah, Sircar, Adrija, Self, D Mitchell, Habarth-Morales, Theodore E, Caterson, E J, Aycart, Mario

“…The advent of Large Language Models (LLMs) like ChatGPT has introduced significant advancements in various surgical disciplines…”
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Bridging the Coding Gap: Assessing Large Language Models for Accurate Modifier Assignment in Craniofacial Operative Notes by Isch, Emily L, Guler, Meryem, Galantini, Gianfranco, Ottaway, Jesse, Chan, Shin Heng Teresa, Daneshpooy, Saba, Schwartz, Devi, Self, D Mitchell, Caterson, E J

“… Recent advancements in natural language processing (NLP) and large language models (LLMs) have shown promise in automating coding tasks…”
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Beyond Manual Media Coding: Evaluating Large Language Models and Agents for News Content Analysis by Doropoulos, Stavros, Karapalidou, Elisavet, Charitidis, Polychronis, Karakeva, Sophia, Vologiannidis, Stavros

“… This study evaluates the effectiveness of large language models (LLMs) and multi-agent teams in structured media content analysis based on codebook-driven annotation…”
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Letter re: Evaluating large language model’s accuracy in current procedural terminology coding given operative note templates across various plastic surgery sub-specialties by Karamitros, Georgios, Grant, Michael P., Lamaris, Gregory A.

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How to leverage large language models for automatic ICD coding by Yoo, Youngju, Kim, Sewon

“… Large Language Models (LLMs) have shown great potential in code extraction tasks due to their exceptional natural language understanding and information extraction capabilities…”
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Evaluating the Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification: Zero-Shot Prompting Approach by Naliyatthaliyazchayil, Parvati, Muthyala, Raajitha, Gichoya, Judy Wawira, Purkayastha, Saptarshi

“…Large language models (LLMs) such as ChatGPT-4, LLaMA-3.1, Gemini-1.5, DeepSeek-R1, and OpenAI-O3 have shown promising potential in health care, particularly for clinical reasoning and decision support…”
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Using Large Language Models for Coding German Open-Ended Survey Responses on Survey Motivation by Leah von der Heyde, Anna-Carolina Haensch, Bernd Weiß, Jessica Daikeler

“…The recent development and wider accessibility of large language models (LLMs) have spurred discussions about how these language models can be used in survey research, including classifying open-ended survey responses…”
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Data to decisions in pediatric post-cardiac arrest care using coding and large language models by Alam, Sultan, Rahman, Abdul, Sheikh, Javed K., Sohail, Shahab S.

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Artificial Intelligence in Surgical Coding: Evaluating Large Language Models for Current Procedural Terminology Accuracy in Hand Surgery by Isch, Emily L., Lee, Jamie, Self, D. Mitchell, Sambangi, Abhijeet, Habarth-Morales, Theodore E., Vaile, John, Caterson, EJ

“…The advent of large language models (LLMs) like ChatGPT has introduced notable advancements in various surgical disciplines…”
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Evaluating Coding Proficiency of Large Language Models: An Investigation through Machine Learning Problems by Ko, Eunbi, Kang, Pilsung

“…Large Language Models (LLMs) have demonstrated remarkable capabilities across various domains, but their effectiveness in coding workflows, particularly in machine learning (ML…”
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