A Comprehensive Overview of Large Language Models

Naveed, Humza, Khan, Asad Ullah, Qiu, Shi, Saqib, Muhammad, Anwar, Saeed, Usman, Muhammad, Akhtar, Naveed, Barnes, Nick +1 more·2025·ACM Transactions on Intelligent Systems and Technology

Cited by (1,005)

Items 101–200 of 1,005

  1. HybridGCN for protein solubility prediction with adaptive weighting of multiple features
    Chen, Long, Wu, Rining, Zhou, Feixiang, Zhang, Huifeng, Liu, Jian K. · 2023 · Journal of Cheminformatics
  2. Exploring the determinants of AIGC usage intention based on the extended AIDUA model: a multi-group structural equation modeling analysis
    Xue Bai, Lin Yang · 2025 · Frontiers in Psychology
  3. Large Language Model for Qualitative Research: A Systematic Mapping Study
    Carolina Barros, Bruna Borges Azevedo, Valdemar Vicente Graciano Neto, Mohamad Kassab, Marcos Kalinowski, Hugo Alexandre Dantas do Nascimento, Michelle C. G. S. P. Bandeira · 2025 · IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering (WSESE)
  4. Labeling-free RAG-enhanced LLM for intelligent fault diagnosis via reinforcement learning
    Jiamin Xu, Zixuan Xu, Zhaohui Jiang, Zhiwen Chen, Hao Luo, Yalin Wang, Weihua Gui · 2025 · Advanced Engineering Informatics
  5. Maximising Large Language Model Utility in Cardiovascular Care: A Practical Guide
    Alexis Nolin-Lapalme, Pascal Thériault-Lauzier, Denis Corbin, Olivier Tastet, Abhinav Sharma, Julie Hussin, Samuel Kadoury, River Jiang, Andrew David Krahn, Richard Gallo et al. · 2024 · Canadian Journal of Cardiology
  6. The role of Open Access Data in democratizing healthcare AI: A pathway to research enhancement, patient well-being and treatment equity in Andalusia, Spain
    Álvaro Ritoré, Claudia M Jiménez, Juan Luis González-Caballero, Juan Carlos Rejón-Parrilla, Pablo Hervás, Esteban Toro, Carlos Luís Parra-Calderón, Leo Anthony Celi, Isaac Túnez, Miguel Ángel Armengol de la Hoz · 2024 · PLOS Digital Health
  7. Ethical data acquisition for LLMs and AI algorithms in healthcare
    Marta M. Williams, Wasie Karim, Justin Gelman, Marium M. Raza · 2024 · npj Digital Medicine
  8. Integrating domain-specific knowledge and fine-tuned general-purpose large language models for question-answering in construction engineering management
    Shenghua Zhou, Xuefan Liu, Dezhi Li, Tiantian Gu, Keyan Liu, Yifan Yang, Mun On Wong · 2025 · Automation in Construction
  9. Large-Language model (LLM)-Powered system for Situated and Game-Based construction safety training
    Hossein Naderi, Alireza Shojaei · 2025 · Expert Systems with Applications
  10. The Framework and Implementation of Using Large Language Models to Answer Questions about Building Codes and Standards
    Isaac Joffe, George Felobes, Youssef Elgouhari, Mohammad Talebi-Kalaleh, Qipei Mei, Ying Hei Chui · 2025 · Journal of Computing in Civil Engineering
  11. Multi-modal fake news detection: A comprehensive survey on deep learning technology, advances, and challenges
    Jinna Lv, Yuan Gao, Li Li, Lei Shi, Siyu Li · 2025 · Journal of King Saud University - Computer and Information Sciences
  12. The use of large language models for program repair
    Fida Zubair, Maryam Al-Hitmi, Cagatay Catal · 2024 · Computer Standards & Interfaces
  13. Leveraging large language models for automated depression screening
    Bazen Gashaw Teferra, Argyrios Perivolaris, Wei-Ni Hsiang, Christian Kevin Sidharta, Alice Rueda, Karisa B. Parkington, Yuqi Wu, Achint Soni, Reza Samavi, Rakesh Jetly et al. · 2025 · PLOS Digital Health
  14. Opportunities for machine learning and artificial intelligence in physiologically-based pharmacokinetic (PBPK) modeling
    Anne Talkington, Yanguang Cao, Anthony J. Kearsley, Samuel K. Lai · 2025 · Advanced Drug Delivery Reviews
  15. CNC-VLM: An RLHF-optimized industrial large vision-language model with multimodal learning for imbalanced CNC fault detection
    Zisheng Wang, Junjie Chen, Chisen Wang, Cong Peng, Jianping Xuan, Tielin Shi, Mingjian Zuo · 2026 · Mechanical Systems and Signal Processing
  16. Staying ahead with generative artificial intelligence for learning: navigating challenges and opportunities with 5Ts and 3Rs
    Lee, Alwyn Vwen Yen · 2024 · Asia Pacific Journal of Education
  17. Beyond WEIRD: Can synthetic survey participants substitute for humans in global policy research?
    Pujen Shrestha, Dario Krpan, Fatima Koaik, Robin Schnider, Dima Sayess, May Saad Binbaz · 2024 · Behavioral Science & Policy
  18. Out of distribution learning in bioinformatics: advancements and challenges
    Yu Shi, Wei Xu, Pingzhao Hu · 2025 · Briefings in Bioinformatics
  19. LLM-Powered AI Agent Systems and Their Applications in Industry
    Guannan Liang, Qianqian Tong · 2025 · IEEE World AI IoT Congress (AIIoT)
  20. Protein and genomic language models uncover the unexplored diversity of bacterial immunity
    Ernest Mordret, Alexandre Hervé, Florian Tesson, Hugo Vaysset, Tyler Clabby, Arthur Loubat, Helena Shomar, Rémi Planel, Rachel Lavenir, Jean Cury et al. · 2026 · Science
  21. There is no such thing as conscious artificial intelligence
    Porębski, Andrzej, Figura, Jakub · 2025 · Humanities and Social Sciences Communications
  22. Managing Linux servers with LLM-based AI agents: An empirical evaluation with GPT4
    Qing Cao, Feiyi Wang, Lisa C. Lindley, Zejiang Wang · 2024 · Machine Learning with Applications
  23. Acoustic Inspired Brain-to-Sentence Decoder for Logosyllabic Language
    Chen Feng, Lu Cao, Di Wu, En Zhang, Ting Wang, Xiaowei Jiang, Chenhao Zhou, Jinbo Chen, Hui Wu, Siyu Lin et al. · 2025 · Cyborg and Bionic Systems
  24. State of the Art and Future Directions of Small Language Models: A Systematic Review
    Flavio Corradini, Matteo Leonesi, Marco Piangerelli · 2025 · Big Data and Cognitive Computing
  25. Large language models powered system safety assessment: applying STPA and FRAM
    Gülsüm Kübra Kaya, Dominique Bovell, Mark Alexander Sujan, Graham R. Braithwaite · 2025 · Safety Science
  26. A Survey of LLM Datasets: From Autoregressive Model to AI Chatbot
    Fei Du, Xin-Jian Ma, Jingru Yang, Yi Liu, Chao-Ran Luo, Xuebin Wang, Hai-Ou Jiang, Xiang Jing · 2024 · Journal of Computer Science and Technology
  27. Exploring the role of Large Language Models in haematology: A focused review of applications, benefits and limitations
    Aya Mudrik, Girish N. Nadkarni, Orly Efros, Benjamin Scott Glicksberg, Eyal Klang, Shelly Soffer · 2024 · British Journal of Haematology
  28. Comparative Analysis of Transformer-based Large Language Models (LLMs) for Text Summarization
    Aishwarya D. Kotkar, Radhakrushna S. Mahadik, Piyush G. More, Sandeep A. Thorat · 2024 · International Conference on Advanced Computing and Emerging Technologies (ACET)
  29. Exploring sentence-level revision capabilities of large language models in English for academic purposes writing assistance
    Zhendong Du, Kenji Hashimoto · 2025 · Asian-Pacific Journal of Second and Foreign Language Education
  30. Modeling teacher education students’ adoption of large language models through an extended technology acceptance framework
    Yulin Gong, Chengshu Xu, Suwen Luo, Jiaxin Lin · 2025 · Scientific Reports
  31. LLMs outperform outsourced human coders on complex textual analysis
    Vicente J. Bermejo, Andrés Gago, Ramiro H. Gálvez, Nicolás Harari · 2025 · Scientific Reports
  32. Large Language Models for Psychological Assessment: A Comprehensive Overview
    Jocelyn Brickman, Mehak Gupta, Joshua R. Oltmanns · 2025 · Advances in Methods and Practices in Psychological Science
  33. WormGPT: A Large Language Model Chatbot for Criminals
    Mohamed Firdhous, Walid Elbreiki, Ibrahim Abdullahi, B. H. Sudantha, Rahmat Budiarto · 2023 · International Arab Conference on Information Technology (ACIT)
  34. Geo-FuB: A method for constructing an Operator-Function knowledge base for geospatial code generation with large language models
    Shuyang Hou, Anqi Zhao, Jianyuan Liang, Zhangxiao Shen, Huayi Wu · 2025 · Knowledge-Based Systems
  35. Retrieval Augmented Therapy Suggestion for Molecular Tumor Boards: Algorithmic Development and Validation Study
    Eliza Berman, Holly Sundberg Malek, Michael Bitzer, Nisar P. Malek, Carsten Eickhoff · 2025 · Journal of Medical Internet Research
  36. Towards accessible website design through artificial intelligence: A systematic literature review
    Guillermo Vera-Amaro, José Rafael Rojano-Cáceres · 2025 · Information and Software Technology
  37. Visual Grounding in 2D and 3D: A unified perspective and survey
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  38. Harnessing Large Language Models for Scalable and Effective Formative Assessment in Higher Education: A Review
    Charith Narreddy, Steve Joordens, Sapolnach Prompiengchai · 2025 · Trends in Higher Education
  39. The rise and potential opportunities of large language model agents in bioinformatics and biomedicine
    Tiantian Yang, Yihang Xiao, Zhijie Bao, Jianye Hao, Jiajie Peng · 2025 · Briefings in Bioinformatics
  40. LLMs and IoT: A Comprehensive Survey on Large Language Models and the Internet of Things
    Fatemeh Sarhaddi, Ngoc Thi Nguyen, Agustin Zuniga, Musfira Khan, Pan Hui, Sasu Tarkoma, Huber Flores, Petteri Nurmi · 2026 · IEEE Open Journal of the Communications Society
  41. AI Study Partner : Development of an LLM and Gen AI-Enhanced Study Assistant Tool
    Information Science and Engineering & Bannari Amman Institute of Technology, P, Jayavardhini · 2024 · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
  42. A prompt construction method for the reverse dictionary task of large-scale language models
    Sicheng Tian, Shaobin Huang, Rongsheng Li, Chi Wei · 2024 · Engineering Applications of Artificial Intelligence
  43. Harnessing artificial intelligence for advancements in Rice / wheat functional food Research and Development
    Fangye Zeng, Min Zhang, Chung Lim Law, Jiacong Lin · 2025 · Food Research International
  44. Performance evaluation of large language models in pediatric nephrology clinical decision support: a comprehensive assessment
    Olivier Niel, Dishana Dookhun, Ancuta Caliment · 2025 · Pediatric Nephrology
  45. Automating Software Documentation: Employing LLMs for Precise Use Case Description
    Lahbib Naimi, El Mahi Bouziane, Abdeslam Jakimi, Rachid Saadane, Abdellah Chehri · 2024 · Procedia Computer Science
  46. Real-time discrimination of earthquake signals by integrating artificial intelligence technology into IoT devices
    Zhi Geng, Yanfei Wang, Wenyong Pan, Caixia Yu, Zhijing Bai, Hongzhou Zhang · 2025 · Communications Earth & Environment
  47. Large Language Models in Nursing Education: Concept Analysis
    Julia E. Harrington, Richard Garnet Booth, Kimberley Teresa Jackson · 2025 · JMIR Nursing
  48. Generative AI and academic scientists in US universities: Perception, experience, and adoption intentions
    Arroyo-Machado, Wenceslao, Ma, Jinghuan, Chen, Tipeng, Johnson, Timothy P., Islam, Shaika, Michalegko, Lesley, Welch, Eric · 2025 · PLOS One
  49. Tres escenarios para la IA en educación: del apoyo responsable a la cocreación
    Francisco José García‐Peñalvo · 2025 · Education in the Knowledge Society (EKS)
  50. Building regulation question-answering system using retrieval-augmented generation with dual-stage fine-tuned large language model
    Ziyang Jiang, Guangyao Chen, Xu Zhao · 2025 · Advanced Engineering Informatics
  51. Edge large language models: a comprehensive survey
    Shan Jiang, Xuecheng Zhou, Mingjin Zhang, Changfu Xu, Guocheng Liao, Jianguo Chen, Jiannong Cao · 2026 · CCF Transactions on Pervasive Computing and Interaction
  52. Evaluating Large Language Models for Enhanced Fuzzing: An Analysis Framework for LLM-Driven Seed Generation
    Gavin Black, Varghese Mathew Vaidyan, Gurcan Comert · 2024 · IEEE Access
  53. Advancing Life Cycle Assessment of Sustainable Green Hydrogen Production Using Domain-Specific Fine-Tuning by Large Language Models Augmentation
    Yajing Chen, Urs Liebau, Shreyas Mysore Guruprasad, Iaroslav Trofimenko, Christine Minke · 2024 · Machine Learning and Knowledge Extraction
  54. On the Challenges of Fuzzing Techniques via Large Language Models
    Long Huang, Peizhou Zhao, Lei Ma, Huaming Chen · 2025 · IEEE International Conference on Software Services Engineering (SSE)
  55. The evolution of language models: From N-Grams to LLMs, and beyond
    Mohammad Raeini · 2025 · Natural Language Processing Journal
  56. An Agentic AI Framework for Ingestion and Standardization of Single-Cell RNA-seq Data Analysis
    Nima Nouri, Ronen Artzi, Virginia Savova · 2025 · bioRxiv
  57. Hallucination-minimized Data-to-answer Framework for Financial Decision-makers
    Sohini Roychowdhury, Andrés M. Álvarez, Brian Moore, Marko Krema, Maria Paz Gelpi, Punit Agrawal, Federico Martín Rodríguez, Ángel Rodríguez, José Ramón Cabrejas, Pablo Martínez Serrano et al. · 2023 · IEEE International Conference on Big Data (BigData)
  58. Zero and Few Short Learning Using Large Language Models for De-Identification of Medical Records
    Yarasam Yashwanth, Rajashree Shettar · 2024 · IEEE Access
  59. Performance of a large language model for identifying central line-associated bloodstream infections (CLABSI) using real clinical notes
    Guillermo Rodriguez Nava, Goar Egoryan, Katherine E Goodman, Daniel J. Morgan, Jorge Luis Salinas · 2024 · Infection Control and Hospital Epidemiology
  60. Comparing the dental knowledge of large language models
    Camila Tussie, Abraham Starosta · 2024 · BDJ
  61. Phenotype driven molecular genetic test recommendation for diagnosing pediatric rare disorders
    Fangyi Chen, Priyanka R. Ahimaz, Quan M. Nguyen, Rachel Lewis, Wendy K. Chung, Casey Ta, Katherine M. Szigety, Sarah E. Sheppard, Ian M. Campbell, Kai Wang et al. · 2024 · npj Digital Medicine
  62. Can large language models generate geospatial code?
    Shuyang Hou, Zhangxiao Shen, Jianyuan Liang, Haoyue Jiao, Anqi Zhao, Yaxian Qing, Dehua Peng, Zhipeng Gui, Xuefeng Guan, Longgang Xiang et al. · 2025 · Geo-spatial Information Science
  63. Multi-Task Semantic Communications via Large Models
    Wanli Ni, Zhijin Qin, Yulong Feng, Haofeng Sun, Yue Liu, Xiaoming Tao, Zhu Han · 2025 · IEEE Communications Standards Magazine
  64. Vision-language model-based intelligent assistant for onsite construction safety inspection
    Rahat Hussain, DoYeop Lee, Muhammad Sibtain Abbas, Syed Farhan Alam Zaidi, Akeem Pedro, Chansik Park · 2025 · Automation in Construction
  65. A Survey on Computing Power Networks: Architecture, Resource Allocation, and AI Services Enablement
    Wei Zhao, Yang Yu, Bomin Mao, Nei Kato · 2026 · IEEE Transactions on Network Science and Engineering
  66. Exploring Sentence Parsing: OpenAI API-Based and Hybrid Parser-Based Approaches
    W. Sewunetie, Laszlo Kovacs · 2024 · IEEE Access
  67. Incorporating Patient Values in Large Language Model Recommendations for Surrogate and Proxy Decisions
    Victoria J. Nolan, Jeremy A. Balch, Naveen Prasath Baskaran, Benjamin Shickel, Philip Alexander Efron, Gilbert R. Upchurch, Azra Bihorac, Christopher James Tignanelli, Ray Moseley, Tyler John Loftus · 2024 · Critical Care Explorations
  68. Can a large language model create acceptable dental board-style examination questions? A cross-sectional prospective study
    Hak-Sun Kim, Gyu‐Tae Kim · 2024 · Journal of Dental Sciences
  69. Large language model augmented syntax-aware domain adaptation method for aspect-based sentiment analysis
    Haochen Zou, Yongli Wang · 2025 · Neurocomputing
  70. Artificial intelligence for advanced functional materials: exploring current and future directions
    Cristiano Malica, Kostya S. Novoselov, Amanda S Barnard, Sergei V. Kalinin, Steven R. Spurgeon, Karsten Reuter, M. Alducin, Volker L. Deringer, Gábor Cśanyi, Nicola Marzari et al. · 2025 · Journal of Physics Materials
  71. Protein and genomic language models chart a vast landscape of antiphage defenses
    Ernest Mordret, Alexandre Hervé, Hugo Vaysset, Tyler Clabby, Florian Tesson, Helena Shomar, Rachel Lavenir, Jean Cury, Aude G. Bernheim · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
  72. The Development Landscape of Large Language Models for Biomedical Applications
    Zhiyuan Cao, Vipina K. Keloth, Qianqian Xie, Lingfei Qian, Yuntian Liu, Yan Wang, Rui Shi, Weipeng Zhou, Gui Fen Yang, Jeffrey Zhang et al. · 2025 · Annual Review of Biomedical Data Science
  73. A Comprehensive Survey on Large Language Model Compression for Artificial Intelligence Applications in Edge Systems
    Yuzhu Liang, Changfu Xu, Yaxin Mei, Haodong Zou, Jianxiong Guo, Xinggang Fan, Tian Wang, Haiyang Huang · 2026 · IEEE Internet of Things Journal
  74. Evaluating the Influence of Role-Playing Prompts on ChatGPT’s Misinformation Detection Accuracy: Quantitative Study
    Michael Robert Haupt, Luning Yang, Tina Dannemann Purnat, Tim Ken Mackey · 2024 · JMIR Infodemiology
  75. Large language models for accurate disease detection in electronic health records: the examples of crystal arthropathies
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  76. AutoTurb: Using large language models for automatic algebraic turbulence model discovery
    Yu Zhang, Kefeng Zheng, Fei Liu, Qingfu Zhang, Zhenkun Wang · 2025 · Physics of Fluids
  77. Automatic instantiation of assurance cases from patterns using large language models
    Oluwafemi Odu, Alvine Boaye Belle, Song Wang, Sègla Kpodjedo, Timothy Christian Lethbridge, Hadi Hemmati · 2025 · Journal of Systems and Software
  78. Advancing sentiment analysis for low-resourced african languages using pre-trained language models
    Koena Ronny Mabokela, Mpho Primus, Turgay Çelik · 2025 · PLoS ONE
  79. Assessing the accuracy and consistency of large language models in triaging social media posts for psychological distress
    Michele Settanni, Francesco Quilghini, Anna Toscano, Davide Marengo · 2025 · Psychiatry Research
  80. Bridging LMS and generative AI: dynamic course content integration (DCCI) for enhancing student satisfaction and engagement via the ask ME assistant
    Kovan Mzwri, Márta Turcsányi-Szabó · 2025 · Journal of Computers in Education
  81. A Survey of Large Language Models in Mental Health Disorder Detection on Social Media
    Zhuohan Ge, Nicole Hu, Darian Li, Yübo Wang, Shihao Qi, Yuming Xu, Shi Han, Jason Y. Zhang · 2025 · IEEE International Conference on Data Engineering Workshops (ICDEW)
  82. A Primer on Large Language Models and their Limitations
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  83. ToPolyAgent: AI agents for coarse-grained bead-spring topological polymer simulations
    Ding, Lijie, Carrillo, Jan-Michael, Do, Changwoo · 2026 · Digital Discovery
  84. Can ChatGPT Replace the Teacher in Assessment? A Review of Research on the Use of Large Language Models in Grading and Providing Feedback
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  85. The path from task-specific to general purpose artificial intelligence for medical diagnostics: A bibliometric analysis
    Chuheng Chang, Wen Shi, Youyang Wang, Zhan Zhang, Xiaoming Huang, Yang Jiao · 2024 · Computers in Biology and Medicine
  86. Comparitive performance of artificial intelligence-based large language models on the orthopedic in-training examination
    Andrew Y. Xu, Manjot Singh, Mariah Balmaceno-Criss, Allison Oh, David Leigh, Mohammad Daher, Daniel Alsoof, Christopher L McDonald, Bassel Georges Diebo, Alan H. Daniels · 2025 · Journal of orthopaedic surgery
  87. Code Clone Detection Techniques Based on Large Language Models
    Afnan A. Almatrafi, Fathy Elbouraey Eassa, Sanaa Abdullah Sharaf · 2025 · IEEE Access
  88. The Evaluation of GenAI Capabilities to Implement Professional Tasks
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  93. Survey on Efficient Large Language Models: Principles, Algorithms, Applications, and Open Issues
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  94. Generalist biological artificial intelligence in modeling the language of life
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  97. Linguistic changes in spontaneous speech for detecting Parkinson’s disease using large language models
    Jonathan L. Crawford · 2025 · PLOS Digital Health
  98. Human vs. Machine: Comparing AI-Generated and Human-Written Psychological Reports
    Adam B. Lockwood, Ryan L. Farmer, Gagan Shergill, Nicholas Frank Benson, Kacey Gilbert · 2025 · Journal of Psychoeducational Assessment
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