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The rapid advancements in Artificial Intelligence (AI), particularly in generative AI and foundational models (FMs), have ushered in transformative changes across various industries. Large language models (LLMs), a type of FM, have…

Software Engineering · Computer Science 2023-10-19 Ricardo Britto , Timothy Murphy , Massimo Iovene , Leif Jonsson , Melike Erol-Kantarci , Benedek Kovács

This white paper discusses the role of large-scale AI in the telecommunications industry, with a specific focus on the potential of generative AI to revolutionize network functions and user experiences, especially in the context of 6G…

Networking and Internet Architecture · Computer Science 2025-03-07 Adnan Shahid , Adrian Kliks , Ahmed Al-Tahmeesschi , Ahmed Elbakary , Alexandros Nikou , Ali Maatouk , Ali Mokh , Amirreza Kazemi , Antonio De Domenico , Athanasios Karapantelakis , Bo Cheng , Bo Yang , Bohao Wang , Carlo Fischione , Chao Zhang , Chaouki Ben Issaid , Chau Yuen , Chenghui Peng , Chongwen Huang , Christina Chaccour , Christo Kurisummoottil Thomas , Dheeraj Sharma , Dimitris Kalogiros , Dusit Niyato , Eli De Poorter , Elissa Mhanna , Emilio Calvanese Strinati , Faouzi Bader , Fathi Abdeldayem , Fei Wang , Fenghao Zhu , Gianluca Fontanesi , Giovanni Geraci , Haibo Zhou , Hakimeh Purmehdi , Hamed Ahmadi , Hang Zou , Hongyang Du , Hoon Lee , Howard H. Yang , Iacopo Poli , Igor Carron , Ilias Chatzistefanidis , Inkyu Lee , Ioannis Pitsiorlas , Jaron Fontaine , Jiajun Wu , Jie Zeng , Jinan Li , Jinane Karam , Johny Gemayel , Juan Deng , Julien Frison , Kaibin Huang , Kehai Qiu , Keith Ball , Kezhi Wang , Kun Guo , Leandros Tassiulas , Lecorve Gwenole , Liexiang Yue , Lina Bariah , Louis Powell , Marcin Dryjanski , Maria Amparo Canaveras Galdon , Marios Kountouris , Maryam Hafeez , Maxime Elkael , Mehdi Bennis , Mehdi Boudjelli , Meiling Dai , Merouane Debbah , Michele Polese , Mohamad Assaad , Mohamed Benzaghta , Mohammad Al Refai , Moussab Djerrab , Mubeen Syed , Muhammad Amir , Na Yan , Najla Alkaabi , Nan Li , Nassim Sehad , Navid Nikaein , Omar Hashash , Pawel Sroka , Qianqian Yang , Qiyang Zhao , Rasoul Nikbakht Silab , Rex Ying , Roberto Morabito , Rongpeng Li , Ryad Madi , Salah Eddine El Ayoubi , Salvatore D'Oro , Samson Lasaulce , Serveh Shalmashi , Sige Liu , Sihem Cherrared , Swarna Bindu Chetty , Swastika Dutta , Syed A. R. Zaidi , Tianjiao Chen , Timothy Murphy , Tommaso Melodia , Tony Q. S. Quek , Vishnu Ram , Walid Saad , Wassim Hamidouche , Weilong Chen , Xiaoou Liu , Xiaoxue Yu , Xijun Wang , Xingyu Shang , Xinquan Wang , Xuelin Cao , Yang Su , Yanping Liang , Yansha Deng , Yifan Yang , Yingping Cui , Yu Sun , Yuxuan Chen , Yvan Pointurier , Zeinab Nehme , Zeinab Nezami , Zhaohui Yang , Zhaoyang Zhang , Zhe Liu , Zhenyu Yang , Zhu Han , Zhuang Zhou , Zihan Chen , Zirui Chen , Zitao Shuai

The networking field is characterized by its high complexity and rapid iteration, requiring extensive expertise to accomplish network tasks, ranging from network design, configuration, diagnosis and security. The inherent complexity of…

Networking and Internet Architecture · Computer Science 2024-04-30 Chang Liu , Xiaohui Xie , Xinggong Zhang , Yong Cui

To address challenges in the digital economy's landscape of digital intelligence, large language models (LLMs) have been developed. Improvements in computational power and available resources have significantly advanced LLMs, allowing their…

Computation and Language · Computer Science 2024-05-24 Yanxin Zheng , Wensheng Gan , Zefeng Chen , Zhenlian Qi , Qian Liang , Philip S. Yu

Cutting-edge Artificial Intelligence (AI) techniques keep reshaping our view of the world. For example, Large Language Models (LLMs) based applications such as ChatGPT have shown the capability of generating human-like conversation on…

The rapid advances in Large Language Models (LLMs) have the potential to transform manufacturing industry, offering new opportunities to optimize processes, improve efficiency, and drive innovation. This paper provides a comprehensive…

Large Language Models (LLMs) have ushered in a transformative era in Natural Language Processing (NLP), reshaping research and extending NLP's influence to other fields of study. However, there is little to no work examining the degree to…

Computation and Language · Computer Science 2024-10-01 Aniket Pramanick , Yufang Hou , Saif M. Mohammad , Iryna Gurevych

Large Language Models (LLMs) have emerged as powerful tools for automating complex reasoning and decision-making tasks. In telecommunications, they hold the potential to transform network optimization, automate troubleshooting, enhance…

Large language models (LLMs) have achieved remarkable performance in language understanding and generation tasks by leveraging vast amounts of online texts. Unlike conventional models, LLMs can adapt to new domains through prompt…

Artificial Intelligence · Computer Science 2024-06-18 Ming Cheung

Large language models (LLMs) have transformed many fields, including natural language processing, computer vision, and reinforcement learning. These models have also made a significant impact in the field of law, where they are being…

Computation and Language · Computer Science 2023-03-17 Zhongxiang Sun

Large Language Models (LLMs) have recently emerged as a focal point of research and application, driven by their unprecedented ability to understand and generate text with human-like quality. Even more recently, LLMs have been extended into…

Computation and Language · Computer Science 2024-04-03 Kilian Carolan , Laura Fennelly , Alan F. Smeaton

Large Language Models (LLMs) represent a class of deep learning models adept at understanding natural language and generating coherent responses to various prompts or queries. These models far exceed the complexity of conventional neural…

Machine Learning · Computer Science 2024-12-05 Minghao Shao , Abdul Basit , Ramesh Karri , Muhammad Shafique

Since the advent of GPT, large language models (LLMs) have brought about revolutionary advancements in all walks of life. As a superior natural language processing (NLP) technology, LLMs have consistently achieved state-of-the-art…

Networking and Internet Architecture · Computer Science 2024-06-26 Danshi Wang , Yidi Wang , Xiaotian Jiang , Yao Zhang , Yue Pang , Min Zhang

Large language models (LLMs) have become the secret ingredient driving numerous industrial applications, showcasing their remarkable versatility across a diverse spectrum of tasks. From natural language processing and sentiment analysis to…

The emergence of large language models (LLMs) has significantly impacted various fields, from natural language processing to sectors like medicine and finance. However, despite their rapid proliferation, the applications of LLMs in…

Information Theory · Computer Science 2025-05-06 Ali Maatouk , Kenny Chirino Ampudia , Rex Ying , Leandros Tassiulas

Large Language Models (LLMs) are starting to be profiled as one of the most significant disruptions in the Software Testing field. Specifically, they have been successfully applied in software testing tasks such as generating test code, or…

Software Engineering · Computer Science 2025-09-30 Cristian Augusto , Antonia Bertolino , Guglielmo De Angelis , Francesca Lonetti , Jesús Morán

The rapid development of Large Language Models (LLMs) demonstrates remarkable multilingual capabilities in natural language processing, attracting global attention in both academia and industry. To mitigate potential discrimination and…

Computation and Language · Computer Science 2025-01-08 Kaiyu Huang , Fengran Mo , Xinyu Zhang , Hongliang Li , You Li , Yuanchi Zhang , Weijian Yi , Yulong Mao , Jinchen Liu , Yuzhuang Xu , Jinan Xu , Jian-Yun Nie , Yang Liu

In recent years, the integration of large language models (LLMs) has revolutionized the field of robotics, enabling robots to communicate, understand, and reason with human-like proficiency. This paper explores the multifaceted impact of…

Robotics · Computer Science 2024-08-16 Yeseung Kim , Dohyun Kim , Jieun Choi , Jisang Park , Nayoung Oh , Daehyung Park

The recent progression of Large Language Models (LLMs) has witnessed great success in the fields of data-centric applications. LLMs trained on massive textual datasets showed ability to encode not only context but also ability to provide…

Cryptography and Security · Computer Science 2024-05-24 Mohammed Hassanin , Nour Moustafa

With the advent of Large Language Models (LLMs), medical artificial intelligence (AI) has experienced substantial technological progress and paradigm shifts, highlighting the potential of LLMs to streamline healthcare delivery and improve…

Computation and Language · Computer Science 2024-12-10 Lei Liu , Xiaoyan Yang , Junchi Lei , Yue Shen , Jian Wang , Peng Wei , Zhixuan Chu , Zhan Qin , Kui Ren