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Large Language Models (LLMs) are a transformational technology, fundamentally changing how people obtain information and interact with the world. As people become increasingly reliant on them for an enormous variety of tasks, a body of…

Computers and Society · Computer Science 2025-05-08 Nouar Aldahoul , Hazem Ibrahim , Matteo Varvello , Aaron Kaufman , Talal Rahwan , Yasir Zaki

Large Language Models (LLMs) have made significant strides in natural language processing and are increasingly being integrated into recommendation systems. However, their potential in educational recommendation systems has yet to be fully…

Information Retrieval · Computer Science 2025-04-14 Boxuan Ma , Md Akib Zabed Khan , Tianyuan Yang , Agoritsa Polyzou , Shin'ichi Konomi

Recent studies show that large language models (LLMs) are powerful tools for working with natural language, bringing advances in many areas of computational linguistics. However, these models face challenges when applied to low-resource…

Computation and Language · Computer Science 2024-12-09 Zhaojun Ding , Zhengliang Liu , Hanqi Jiang , Yizhu Gao , Xiaoming Zhai , Tianming Liu , Ninghao Liu

The use of Large Language Models (LLMs) has drawn growing interest within the scientific community. LLMs can handle large volumes of textual data and support methods for evidence synthesis. Although recent studies highlight the potential of…

Software Engineering · Computer Science 2026-02-12 Cauã Ferreira Barros , Marcos Kalinowski , Mohamad Kassab , Valdemar Vicente Graciano Neto

We propose a simple way to use large language models (LLMs) in education. Specifically, our method aims to improve individual comprehension by adding a novel feature to online videos. We combine the low threshold for interactivity in…

Human-Computer Interaction · Computer Science 2025-02-04 Boris Ruf , Marcin Detyniecki

With the advent of large language models (LLMs), there is a growing interest in applying LLMs to scientific tasks. In this work, we conduct an experimental study to explore applicability of LLMs for configuring, annotating, translating,…

Human-Computer Interaction · Computer Science 2025-10-13 Orcun Yildiz , Tom Peterka

E-learning environments are increasingly harnessing large language models (LLMs) like GPT-3.5 and GPT-4 for tailored educational support. This study introduces an approach that integrates dynamic knowledge graphs with LLMs to offer nuanced…

Artificial Intelligence · Computer Science 2024-12-06 Patrick Ocheja , Brendan Flanagan , Yiling Dai , Hiroaki Ogata

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

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…

Large Language Models (LLMs), such as ChatGPT, are reshaping content creation and academic writing. This study investigates the impact of AI-assisted generative revisions on research manuscripts, focusing on heterogeneous adoption patterns…

Computation and Language · Computer Science 2025-04-21 Cong William Lin , Wu Zhu

While Large Language Models (LLMs) have transformed the user interface for learning, moving from keyword search to natural language dialogue, their impact on educational outcomes remains unclear. We present a controlled study (N=20) that…

Human-Computer Interaction · Computer Science 2025-11-13 Rahul R. Divekar , Sophia Guerra , Lisette Gonzalez , Natasha Boos

Large Language Models (LLMs) are rapidly reshaping scientific research. We analyze these changes in multiple, large-scale datasets with 2.1M preprints, 28K peer review reports, and 246M online accesses to scientific documents. We find: 1)…

Digital Libraries · Computer Science 2026-01-21 Keigo Kusumegi , Xinyu Yang , Paul Ginsparg , Mathijs de Vaan , Toby Stuart , Yian Yin

In this paper, we describe the capabilities and constraints of Large Language Models (LLMs) within disparate academic disciplines, aiming to delineate their strengths and limitations with precision. We examine how LLMs augment scientific…

Large Language Models (LLMs) have demonstrated their transformative potential across numerous disciplinary studies, reshaping the existing research methodologies and fostering interdisciplinary collaboration. However, a systematic…

Computation and Language · Computer Science 2025-07-14 Lu Xiang , Yang Zhao , Yaping Zhang , Chengqing Zong

Large language models (LLMs) exhibit superior performance on various natural language tasks, but they are susceptible to issues stemming from outdated data and domain-specific limitations. In order to address these challenges, researchers…

Computation and Language · Computer Science 2024-10-24 Zhangyin Feng , Weitao Ma , Weijiang Yu , Lei Huang , Haotian Wang , Qianglong Chen , Weihua Peng , Xiaocheng Feng , Bing Qin , Ting liu

In recent times, the grandeur of Large Language Models (LLMs) has not only shone in the realm of natural language processing but has also cast its brilliance across a vast array of applications. This remarkable display of LLM capabilities…

Computation and Language · Computer Science 2024-03-22 Hanieh Alipour , Nick Pendar , Kohinoor Roy

In recent years, the rapid advancement of Large Language Models (LLMs) has transformed the landscape of scientific research, offering unprecedented support across various stages of the research cycle. This paper presents the first…

Computation and Language · Computer Science 2025-01-09 Ziming Luo , Zonglin Yang , Zexin Xu , Wei Yang , Xinya Du

As the applications of large language models (LLMs) expand across diverse fields, the ability of these models to adapt to ongoing changes in data, tasks, and user preferences becomes crucial. Traditional training methods, relying on static…

Machine Learning · Computer Science 2024-06-11 Junhao Zheng , Shengjie Qiu , Chengming Shi , Qianli Ma

Large language models (LLMs) are rapidly changing how researchers in materials science and chemistry discover, organize, and act on scientific knowledge. This paper analyzes a broad set of community-developed LLM applications in an effort…

Materials Science · Physics 2026-05-06 Aritra Roy , Kevin Shen , Andrew MacBride , Awwal Oladipupo , Mudassra Taskeen , Wojtek Treyde , Ruaa A. E. A. Abakar , Ahmad D. Abbas , Elsayed Abdelfatah , Abbas A. Abdullahi , Seham S. Abyah , Chahd Rahyl Adjmi , Fariha Agbere , Savyasanchi Aggarwal , Muhammad Ahmed , Tasnim Ahmed , Motasem Ajlouni , Mattias Akke , Hussein AlAdwan , Anwaar S. Alazani , Zahra A. Alharbi , Wajd A. Aljulyhi , Mohammed A. AlKubaish , Fatima A. Almahri , Sayed A. Almohri , David Obeh Alobo , Mohammed Alouni , Azizah S. Alqahtani , Omar Alsaigh , Husain Althagafi , Md. Aqib Aman , Lena Ara , Arifin , Ignacio Arretche , Abdulaziz Ashy , Syeda A. Asim , Amro Aswad , Adeel Atta , Sören Auer , Abdullah al Azmi , Toheeb Balogun , Suvo Banik , Viktoriia Baibakova , Shakira A. Baksh , Neus G. Bastús , Christina J. Bayard , Adib Bazgir , Louis Beal , Lejla Biberić , Wahid Billah , Ankita Biswas , Joshua Bocarsly , Montassar T. Bouzidi , Esma B. Boydas , Youssef Briki , Cailin Buchanan , Mauricio Cafiero , Damien Caliste , Yi Cao , Rafael E. Castañeda , Sruthy K. Chandy , Benjamin Charmes , Shayantan Chaudhuri , Yiming Chen , Alexander Chen , Jieneng Chen , Min-Hsueh Chiu , Defne Circi , Cinthya H. Contreras , Yoann Cure , Nathan Daelman , Roshini Dantuluri , Thomas Davy , William Dawson , Leonid Didukh , Rui Ding , Aminu R. Doguwa , Claudia Draxl , Sathya Edamadaka , Oulaya Elargab , Christina Ertural , Matthew L. Evans , Edvin Fako , Hossam Farag , Nur A. Fathurrahman , Merve Fedai , Rodrigo P. Ferreira , Giuseppe Fisicaro , Thomas Frank , Sasi K. Gaddipati , Abhijeet Gangan , Jennifer Garland , James Garrick , Luigi Genovese , Maryam Ghadrdran , Sandip Giri , Maxime Goulet , Jeremy Goumaz , Sara U. Gracia , Jacob Graham , Gabriel Graves , Kevin P. Greenman , Tim Greitemeier , Cameron Gruich , Sophie Gu , Salomé Guilbert , Hans Gundlach , Muriel F. Gusta , Mourad El Haddaoui , Alexander J. Haibel , Anubhab Haldar , Vehaan Handa , Hassan Harb , Nathan D. Harms , Abdullah Al Hasan , Abir Hassan , Qiyao He , Andrés Henao-Aristizábal , Bram Hoex , Sungil Hong , Alexander J. Horvath , Md. Shaib Hossain , Yanqi Huang , Yuqing Huang , Kostiantyn Hubaiev , Donald Intal , Katherine Inzani , Kevin Ishimwe , Tugba Isik , Gopal R. Iyer , Katharina Jager , Jan Janssen , Hyewon Jeong , Michael Jirasek , Tyler R. Josephson , Nisarg Joshi , Yassir Ben Kacem , Remya A. M. Kalapurakal , Rakesh R. Kamath , Sugan Kanagasenthinathan , Dohun Kang , Jason Kantorow , Kübra Kaygisiz , Murat Keceli , Farhana Keya , Muhammad U. Khan , Sartaaj Takrim Khan , Hyungjun Kim , Alexander Kister , Sascha Klawohn , Collin Kovacs , Pranav Krishnan , Maurycy Kryzanowski , Ritesh Kumar , Suman Kumari , Gourav Kumbhojkar , Ryo Kuroki , Shashank Kushwaha , Magdalena Lederbauer , Jaejun Lee , Seunghan Lee , Jeonghwan Lee , Bingcan Li , Calvin Li , Zhanzhao Li , Shi Li , Shicheng Li , Chengyan Liu , Hao Liu , Tung Yan Liu , Yutong Liu , Lucia Vina-Lopez , Chayaphol Lortaraparsert , Andre K. Y. Low , Saffron Luxford , Carlos Madariaga , Rishikesh Magar , Piyush R. Maharana , Rahul Mallela , Shoaib Mahmud , Natesan Mani , Umair Mansoor , Omar B. Mansour , Cassandra Masschelein , Kinga O. Mastej , Ankit Mathanker , Jeffrey Meng , Omran Mezghani , Yidong Ming , Rishav Mitra , Michail Mitsakis , Matthew Miyagishima , Ravikumar Mohan , Naveen R. Mohanraj , Trupti Mohanty , Bernadette Mohr , Francisco A. Molina-Bakhos , Jeremy Monat , Seyed Mohamad Moosavi , Shayan Mousavi , Arman Moussavi , Rubel Mozumber , Muhammad J. Mufti , Diyana Muhammed , Ram Munde , Mrigi Munjal , José A. Márquez , Shankha Nag , Giacomo Nagaro , Juno Nam , Jose M. Napoles-Duarte , Ry Nduma , Xuan-Vu Nguyen , Ebrahim Norouzi , Oluwatosin Ohiro , Ryotaro Okabe , Viejay Ordillo , Shuichiro Ozawa , Sebastian Pagel , Daniel Palmer , Angela Pan , Akash Pandey , Vivek Pandit , Prakul Pandit , Chiku Parida , Jaehee Park , Hyunsoo Park , Hemangi Patel , Shakul Pathak , Taradutt Pattnaik , Elena Patyukova , Noah Paulson , Deepak S. Pendyala , Erick S. Pepek , Martin H. Petersen , Thang D. Pham , Aniket Phutane , Sabila K. Pinky , Étienne Polack , Alison Polasik , Maria Politi , Tim Pongratz , Akhila Ponugoti , Fabio Priante , Thomas Michael Pruyn , Sai S. Puppala , Mohammad A. Qazi , Heike Quosdorf , Gollam Rabby , Mohammad J. Raei , Md. Habibur Rahman , A. B. M. Ashikur Rahman , Subhashree Rajasekaran , Tawfiqur Rakib , Hemanth N. Ramesh , Vrushali Ranadive , Karnamohit Ranka , Bojana Rankovic , Adwaith Ravichandran , Ilija Rašović , Sergei Rigin , Tatem Rios , Varun Rishi , Victor Naden Robinson , Lucas S. Rodrigues , Oswaldo Rodriguez , Mahule Roy , Diptendu Roy , Subhas Roy , Arokia Anto Royan M , Joseph F. Rudzinski , Muhammad Sabih , Subramanyam Sahoo , Srusti Bheem Sain , Thahira Saliya , Vignesh Sampath , Jesus Diaz Sanchez , Arthur S. S. Santos , Muliady Satria , Hasan M. Sayeed , Jörg Schaarschmidt , Philippe Schwaller , Nofit Segal , Abhishec Senthilvel , Sherjeel Shabih , Devanshu Shah , Faezeh Shahmoradi , Samiha Sharlin , Killian Sheriff , Qiuyu Shi , Abubakar D. Shuaibu , Ayesha Siddiqua , M. A. Shadab Siddiqui , Darian Smalley , Benjamin Smith , Taylor D. Sparks , Daniel T. Speckhard , Elena Stojanovska , Akshay Subramanian , Jiwon Sun , Yunkai Sun , Abdul W. Syed , Souvik Ta , Izumi Takahara , Kelly Tallau , Guannan Tang , Ans B. Tariq , Sui X. Tay , Nurlybek Temirbay , Surya P. Tiwari , Febin Tom , Tajah Trapier , Kasidet J. Trerayapiwat , Samanvya Tripathi , Hawra H. Tuhaifa , Mustafa Unal , Mohammad Uzair , Vallabh Vasudevan , Estefania Vazquez , Victor Venturi , Rahul Verma , Ashwini Verma , Alvaro Vazquez-Mayagoitia , Nicholas Wagner , Araki Wakiuchi , Hao Wan , Liaoyaqi Wang , Wolfgang Wenzel , Alexander Wieczorek , Sze H. Wong , Yue Wu , Tong Xie , Andrew Yi , Ziqi Yin , Jodie A. Yuwono , Nahed A. Zaid , Mohd Zaki , Shehtab Zaman , Maimuna U. Zarewa , Mahtab Zehtab , Baosen Zhang , Wenyu Zhang , Melody Zhang , Yangfan Zhang , Yuwen Zhang , Runze Zhang , Zongmin Zhang , Huanhuan Zhao , Yuanlong Bill Zheng , Ramzi Zidani , Xue Zong , Ian Foster , Ben Blaiszik

As Large Language Models (LLMs) and other forms of Generative AI permeate various aspects of our lives, their application for learning and education has provided opportunities and challenges. This paper presents an investigation into the…

Computers and Society · Computer Science 2023-06-06 Daniel Leiker , Sara Finnigan , Ashley Ricker Gyllen , Mutlu Cukurova