Title
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents Lingxiao Diao Xinyue Xu Wanxuan Sun Cheng Yang Zhuosheng Zhang LLMAG ALM ELM 17 0 0 16 May 2025
Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs Mohamed Abdelmagied Mohamed Amine Chatti Shoeb Joarder Qurat Ul Ain R. Alatrash AI4Ed 41 0 0 15 May 2025
Advancing and Benchmarking Personalized Tool Invocation for LLMs Xiaolin Huang Yuefeng Huang Wen Liu Xingshan Zeng Yufei Wang Ruiming Tang Hong Xie Defu Lian 57 0 0 07 May 2025
WenyanGPT: A Large Language Model for Classical Chinese Tasks Xinyu Yao Mengdi Wang Bo Chen Xiaobing Zhao 67 0 0 29 Apr 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions Yubo Li Yidi Miao Xueying Ding Ramayya Krishnan R. Padman 44 0 0 28 Mar 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen AI4Ed 48 2 0 04 Mar 2025
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Zirui Song Bin Yan Yuhan Liu Miao Fang Mingzhe Li Rui Yan Preslav Nakov KELM LM&MA 60 9 0 15 Feb 2025
AI Agent for Education: von Neumann Multi-Agent System Framework Yuan-Hao Jiang Ruijia Li Yizhou Zhou Changyong Qi Hanglei Hu Yuang Wei Bo Jiang Yonghe Wu LLMAG 62 5 0 03 Jan 2025
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth Jiawei Li Yizhe Yang Yang Gao 75 0 0 18 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 52 3 0 24 Oct 2024
A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education Eason Chen Danyang Wang Luyi Xu Chen Cao Xiao Fang Jionghao Lin AI4CE 49 5 0 14 Oct 2024
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration Haoyu Huang Tong Niu Rui Yang Luping Shi 25 0 0 23 Sep 2024
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models Peiyi Zhang Yazhou Zhang Bo Wang Lu Rong Jing Qin Jing Qin AI4Ed ELM 49 1 0 19 Sep 2024
PersonaMark: Personalized LLM watermarking for model protection and user attribution Yuehan Zhang Peizhuo Lv Yinpeng Liu Yongqiang Ma Wei Lu Xiaofeng Wang Xiaozhong Liu Jiawei Liu WaLM 35 1 0 15 Sep 2024
Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination Daniel Zhang-Li Zheyuan Zhang Jifan Yu Joy Lim Jia Yin Shangqing Tu ... Han Wang Zhiyuan Liu Huiqin Liu Lei Hou Juanzi Li VLM 23 0 0 11 Sep 2024
SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models Shujuan Zhao Lingfeng Qiao Kangyang Luo Qian-Wen Zhang Junru Lu Di Yin AIFin 39 1 0 05 Aug 2024
Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education Lin Gao Jing Lu Zekai Shao Ziyue Lin Shengbin Yue Chio-in Ieong Yi Sun Rory James Zauner Zhongyu Wei Siming Chen 34 11 0 30 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 60 28 0 22 Jul 2024
SPL: A Socratic Playground for Learning Powered by Large Language Model Liang Zhang Jionghao Lin Ziyi Kuang Sheng Xu Mohammed Yeasin Xiangen Hu LLMAG 63 5 0 20 Jun 2024
P-Tailor: Customizing Personality Traits for Language Models via Mixture of Specialized LoRA Experts Yuhao Dan Jie Zhou Qin Chen Junfeng Tian Liang He MoE 33 4 0 18 Jun 2024
GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory Haoze Wu Zihan Qiu Zili Wang Hang Zhao Jie Fu MoE 51 3 0 18 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 54 5 0 14 Jun 2024
Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning Maung Thway Jose Recatala-Gomez Fun Siong Lim K. Hippalgaonkar Leonard W. T. Ng 44 5 0 12 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 59 9 0 10 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 272 69 0 03 Jun 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 71 10 0 29 May 2024
Mitigating Interpretation Bias in Rock Records with Large Language Models: Insights from Paleoenvironmental Analysis Luoqi Wang Haipeng Li Linshu Hu Jiarui Cai Zhenhong Du AI4CE 40 0 0 17 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 46 1 0 08 May 2024
Reinforcement Learning Problem Solving with Large Language Models Sina Gholamian Domingo Huh 48 0 0 29 Apr 2024
Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering Shu-Lin Jiao Bingxuan Li Lei Wang Xiaojin Zhang Wei Chen J. Peng Zhongyu Wei 22 1 0 24 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 86 48 0 23 Apr 2024
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions Zhengyuan Liu Stella Xin Yin Carolyn Lee Nancy F. Chen AI4Ed 41 12 0 04 Apr 2024
CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering Hongbin Na AI4MH 52 11 0 24 Mar 2024
Improving Socratic Question Generation using Data Augmentation and Preference Optimization Nischal Ashok Kumar Andrew Lan 43 8 0 01 Mar 2024
A Review of Data Mining in Personalized Education: Current Trends and Future Prospects Zhang Xiong Haoxuan Li Zhuang Liu Zhuofan Chen Hao Zhou Wenge Rong Y. Ouyang 35 5 0 27 Feb 2024
On the Multi-turn Instruction Following for Conversational Web Agents Yang Deng Xuan Zhang Wenxuan Zhang Yifei Yuan See-Kiong Ng Tat-Seng Chua LLMAG LM&Ro 31 22 0 23 Feb 2024
GenSERP: Large Language Models for Whole Page Presentation Zhenning Zhang Yunan Zhang Suyu Ge Guangwei Weng M. Narang Xia Song Saurabh Tiwary KELM 223 2 0 22 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 46 104 0 20 Feb 2024
CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain Xin Tong Bo Jin Zhi Lin Binjun Wang Ting Yu Qiang Cheng ELM 41 0 0 11 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 58 22 0 02 Feb 2024
E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models Jinchang Hou Chang Ao Haihong Wu Xiangtao Kong Zhigang Zheng ... Chengming Li Xiping Hu Ruifeng Xu Shiwen Ni Min Yang AI4Ed ELM 29 6 0 29 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 48 2 0 15 Jan 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 35 8 0 11 Dec 2023
Towards Goal-oriented Intelligent Tutoring Systems in Online Education Yang Deng Zifeng Ren An Zhang Wenqiang Lei Tat-Seng Chua 31 7 0 03 Dec 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 47 53 0 20 Nov 2023
MatChat: A Large Language Model and Application Service Platform for Materials Science Ziyi Chen Fankai Xie Meng Wan Yang Yuan Miao Liu Zongguo Wang Sheng Meng Yangang Wang 34 14 0 11 Oct 2023
Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning Huan Ma Changqing Zhang Huazhu Fu Peilin Zhao Bing Wu OffRL AI4MH 37 17 0 05 Oct 2023
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Lingyue Fu Huacan Chai Shuang Luo Kounianhua Du Weiming Zhang ... Jingkuan Wang Siyuan Qi Kangning Zhang Weinan Zhang Yong Yu ELM 30 9 0 05 Sep 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 46 1,140 0 22 Aug 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 127 385 0 24 Mar 2023