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With the advent of large language models (LLMs), in both the open source and proprietary domains, attention is turning to how to exploit such artificial intelligence (AI) systems in assisting complex scientific tasks, such as material…

Human-Computer Interaction · Computer Science 2024-01-26 Yongtao Liu , Marti Checa , Rama K. Vasudevan

Integrating large language models (LLMs) like ChatGPT into computer science education offers transformative potential for complex courses such as data structures and algorithms (DSA). This study examines ChatGPT as a supplementary tool for…

Human-Computer Interaction · Computer Science 2025-03-04 Pooriya Jamie , Reyhaneh Hajihashemi , Sharareh Alipour

In recent times, large language models (LLMs) have made significant strides in generating computer code, blurring the lines between code created by humans and code produced by artificial intelligence (AI). As these technologies evolve…

Machine Learning · Computer Science 2024-07-04 Marc Oedingen , Raphael C. Engelhardt , Robin Denz , Maximilian Hammer , Wolfgang Konen

Large Language models (LLMs) are transforming digital usage, particularly in text generation, image creation, information retrieval and code development. ChatGPT, launched by OpenAI in November 2022, quickly became a reference, prompting…

Cryptography and Security · Computer Science 2025-06-13 Rafaël Nouailles

Large language models (LLMs) have shown remarkable progress in reasoning abilities and general natural language processing (NLP) tasks, yet their performance on Arabic data, characterized by rich morphology, diverse dialects, and complex…

Computation and Language · Computer Science 2025-12-16 Ahmed Hasanaath , Aisha Alansari , Ahmed Ashraf , Chafik Salmane , Hamzah Luqman , Saad Ezzini

The rapid development of large language models has revolutionized code intelligence in software development. However, the predominance of closed-source models has restricted extensive research and development. To address this, we introduce…

Software Engineering · Computer Science 2024-01-29 Daya Guo , Qihao Zhu , Dejian Yang , Zhenda Xie , Kai Dong , Wentao Zhang , Guanting Chen , Xiao Bi , Y. Wu , Y. K. Li , Fuli Luo , Yingfei Xiong , Wenfeng Liang

While there is an increased discourse on large language models (LLMs) like ChatGPT and DeepSeek, there is no comprehensive understanding of how users of online platforms, like Reddit, perceive these models. This is an important omission…

Social and Information Networks · Computer Science 2025-02-27 Krishnaveni Katta

This paper proposes a pipeline for quantitatively evaluating interactive LLMs such as ChatGPT using publicly available dataset. We carry out an extensive technical evaluation of ChatGPT using Big-Vul covering five different common software…

Software Engineering · Computer Science 2024-04-08 Xin Yin

Large language models (LLMs) hold transformative potential in healthcare, yet their capacity to interpret longitudinal patient narratives remains inadequately explored. Dentistry, with its rich repository of structured clinical data,…

Computation and Language · Computer Science 2025-09-03 Hexian Zhang , Xinyu Yan , Yanqi Yang , Lijian Jin , Ping Yang , Junwen Wang

We introduce DeepSeek-V3.2, a model that harmonizes high computational efficiency with superior reasoning and agent performance. The key technical breakthroughs of DeepSeek-V3.2 are as follows: (1) DeepSeek Sparse Attention (DSA): We…

Computation and Language · Computer Science 2025-12-03 DeepSeek-AI , Aixin Liu , Aoxue Mei , Bangcai Lin , Bing Xue , Bingxuan Wang , Bingzheng Xu , Bochao Wu , Bowei Zhang , Chaofan Lin , Chen Dong , Chengda Lu , Chenggang Zhao , Chengqi Deng , Chenhao Xu , Chong Ruan , Damai Dai , Daya Guo , Dejian Yang , Deli Chen , Erhang Li , Fangqi Zhou , Fangyun Lin , Fucong Dai , Guangbo Hao , Guanting Chen , Guowei Li , H. Zhang , Hanwei Xu , Hao Li , Haofen Liang , Haoran Wei , Haowei Zhang , Haowen Luo , Haozhe Ji , Honghui Ding , Hongxuan Tang , Huanqi Cao , Huazuo Gao , Hui Qu , Hui Zeng , Jialiang Huang , Jiashi Li , Jiaxin Xu , Jiewen Hu , Jingchang Chen , Jingting Xiang , Jingyang Yuan , Jingyuan Cheng , Jinhua Zhu , Jun Ran , Junguang Jiang , Junjie Qiu , Junlong Li , Junxiao Song , Kai Dong , Kaige Gao , Kang Guan , Kexin Huang , Kexing Zhou , Kezhao Huang , Kuai Yu , Lean Wang , Lecong Zhang , Lei Wang , Liang Zhao , Liangsheng Yin , Lihua Guo , Lingxiao Luo , Linwang Ma , Litong Wang , Liyue Zhang , M. S. Di , M. Y Xu , Mingchuan Zhang , Minghua Zhang , Minghui Tang , Mingxu Zhou , Panpan Huang , Peixin Cong , Peiyi Wang , Qiancheng Wang , Qihao Zhu , Qingyang Li , Qinyu Chen , Qiushi Du , Ruiling Xu , Ruiqi Ge , Ruisong Zhang , Ruizhe Pan , Runji Wang , Runqiu Yin , Runxin Xu , Ruomeng Shen , Ruoyu Zhang , S. H. Liu , Shanghao Lu , Shangyan Zhou , Shanhuang Chen , Shaofei Cai , Shaoyuan Chen , Shengding Hu , Shengyu Liu , Shiqiang Hu , Shirong Ma , Shiyu Wang , Shuiping Yu , Shunfeng Zhou , Shuting Pan , Songyang Zhou , Tao Ni , Tao Yun , Tian Pei , Tian Ye , Tianyuan Yue , Wangding Zeng , Wen Liu , Wenfeng Liang , Wenjie Pang , Wenjing Luo , Wenjun Gao , Wentao Zhang , Xi Gao , Xiangwen Wang , Xiao Bi , Xiaodong Liu , Xiaohan Wang , Xiaokang Chen , Xiaokang Zhang , Xiaotao Nie , Xin Cheng , Xin Liu , Xin Xie , Xingchao Liu , Xingkai Yu , Xingyou Li , Xinyu Yang , Xinyuan Li , Xu Chen , Xuecheng Su , Xuehai Pan , Xuheng Lin , Xuwei Fu , Y. Q. Wang , Yang Zhang , Yanhong Xu , Yanru Ma , Yao Li , Yao Li , Yao Zhao , Yaofeng Sun , Yaohui Wang , Yi Qian , Yi Yu , Yichao Zhang , Yifan Ding , Yifan Shi , Yiliang Xiong , Ying He , Ying Zhou , Yinmin Zhong , Yishi Piao , Yisong Wang , Yixiao Chen , Yixuan Tan , Yixuan Wei , Yiyang Ma , Yiyuan Liu , Yonglun Yang , Yongqiang Guo , Yongtong Wu , Yu Wu , Yuan Cheng , Yuan Ou , Yuanfan Xu , Yuduan Wang , Yue Gong , Yuhan Wu , Yuheng Zou , Yukun Li , Yunfan Xiong , Yuxiang Luo , Yuxiang You , Yuxuan Liu , Yuyang Zhou , Z. F. Wu , Z. Z. Ren , Zehua Zhao , Zehui Ren , Zhangli Sha , Zhe Fu , Zhean Xu , Zhenda Xie , Zhengyan Zhang , Zhewen Hao , Zhibin Gou , Zhicheng Ma , Zhigang Yan , Zhihong Shao , Zhixian Huang , Zhiyu Wu , Zhuoshu Li , Zhuping Zhang , Zian Xu , Zihao Wang , Zihui Gu , Zijia Zhu , Zilin Li , Zipeng Zhang , Ziwei Xie , Ziyi Gao , Zizheng Pan , Zongqing Yao , Bei Feng , Hui Li , J. L. Cai , Jiaqi Ni , Lei Xu , Meng Li , Ning Tian , R. J. Chen , R. L. Jin , S. S. Li , Shuang Zhou , Tianyu Sun , X. Q. Li , Xiangyue Jin , Xiaojin Shen , Xiaosha Chen , Xinnan Song , Xinyi Zhou , Y. X. Zhu , Yanping Huang , Yaohui Li , Yi Zheng , Yuchen Zhu , Yunxian Ma , Zhen Huang , Zhipeng Xu , Zhongyu Zhang , Dongjie Ji , Jian Liang , Jianzhong Guo , Jin Chen , Leyi Xia , Miaojun Wang , Mingming Li , Peng Zhang , Ruyi Chen , Shangmian Sun , Shaoqing Wu , Shengfeng Ye , T. Wang , W. L. Xiao , Wei An , Xianzu Wang , Xiaowen Sun , Xiaoxiang Wang , Ying Tang , Yukun Zha , Zekai Zhang , Zhe Ju , Zhen Zhang , Zihua Qu

The rapid proliferation of Large Language Models (LLMs) has heightened concerns regarding their exposure to jailbreak attacks, which craft adversarial inputs designed to elicit unsafe content. Although proprietary models such as GPT-4 have…

Cryptography and Security · Computer Science 2026-05-26 Xiaodong Wu , Xiangman Li , Qi Li , Lingshuang Liu , Jianbing Ni

Large language models (LLMs) are used in software development to assist in various tasks, e.g., code generation and code completion, but empirical evaluations of the quality of the results produced by these models focus on correctness and…

Software Engineering · Computer Science 2025-02-05 Lola Solovyeva , Sophie Weidmann , Fernando Castor

Recent development of large language models (LLMs), such as ChatGPT has been widely applied to a wide range of software engineering tasks. Many papers have reported their analysis on the potential advantages and limitations of ChatGPT for…

Software Engineering · Computer Science 2023-09-18 Priyanka Mudgal , Rita Wouhaybi

Recently, Large Language Models like ChatGPT have demonstrated remarkable proficiency in various Natural Language Processing tasks. Their application in Requirements Engineering, especially in requirements classification, has gained…

Artificial Intelligence · Computer Science 2024-04-17 Abdelkarim El-Hajjami , Nicolas Fafin , Camille Salinesi

Large Language Models (LLM) have become sophisticated enough that complex computer programs can be created through interpretation of plain English sentences and implemented in a variety of modern languages such as Python, Java Script, C++…

Software Engineering · Computer Science 2023-09-04 Simon Thorne

Conversational large-language models are extensively used for issue resolution tasks. However, not all developer-LLM conversations are useful for effective issue resolution. In this paper, we analyze 686 developer-ChatGPT conversations…

Software Engineering · Computer Science 2025-11-25 Ramtin Ehsani , Sakshi Pathak , Esteban Parra , Sonia Haiduc , Preetha Chatterjee

Generative AI and large language models hold great promise in enhancing computing education by powering next-generation educational technologies for introductory programming. Recent works have studied these models for different scenarios…

Frontier Large language models (LLMs) like ChatGPT and Gemini can decipher cryptic compiler errors for novice programmers, but their computational scale, cost, and tendency to over-assist make them problematic for widespread pedagogical…

Computers and Society · Computer Science 2025-07-09 Lorenzo Lee Solano , Charles Koutcheme , Juho Leinonen , Alexandra Vassar , Jake Renzella

Large language models (LLMs), such as ChatGPT and Copilot, are transforming software development by automating code generation and, arguably, enable rapid prototyping, support education, and boost productivity. Therefore, correctness and…

Software Engineering · Computer Science 2024-08-30 Robin Beer , Alexander Feix , Tim Guttzeit , Tamara Muras , Vincent Müller , Maurice Rauscher , Florian Schäffler , Welf Löwe

Context: ChatGPT and other large language models (LLMs) are widely used across healthcare, business, economics, engineering, and software engineering (SE). Despite their popularity, concerns persist about their reliability, especially their…

Software Engineering · Computer Science 2025-04-29 Vahid Garousi