Jionghao Lin

Search for another author

Author Description

Ask a Question About This Mathematician

All published works (38)

Action	Title	Date	Authors
+ PDF Ask	Does Multiple Choice Have a Future in the Age of Generative AI? A Posttest-only RCT	2025-02-21	Danielle R. Thomas Conrad Borchers Sanjit Kakarla Jionghao Lin Shambhavi Bhushan Boyuan Guo Erin Gatz Kenneth R. Koedinger
+ PDF Ask	Do Tutors Learn from Equity Training and Can Generative AI Assess It?	2025-02-21	Danielle R. Thomas Conrad Borchers Sanjit Kakarla Jionghao Lin Shambhavi Bhushan Boyuan Guo Erin Gatz Kenneth R. Koedinger
+ PDF Ask	Combining Large Language Models with Tutoring System Intelligence: A Case Study in Caregiver Homework Support	2025-02-21	D. Venugopalan Z. Yan Conrad Borchers Jionghao Lin Vincent Aleven
+ PDF Ask	VTutor: An Open-Source SDK for Generative AI-Powered Animated Pedagogical Agents with Multi-Media Output	2025-02-06	Eason Chen Cheng-Yu Lin Xinyi Tang Aprille Xi C. Y. Janey Wang Jionghao Lin Kenneth R. Koedinger
+ PDF Ask	Improving Automated Feedback Systems for Tutor Training in Low-Resource Scenarios through Data Augmentation	2025-01-16	Chentianye Xu Jionghao Lin Tongshuang Wu Vincent Aleven Kenneth R. Koedinger
+ PDF Ask	Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment	2025-01-15	Conrad Borchers Danielle R. Thomas Jionghao Lin Ralph Abboud Kenneth R. Koedinger
+ PDF Ask	Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI	2025-01-01	Liang Zhang Jionghao Lin John Sabatini Conrad Borchers D. P. Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser
+ PDF Ask	A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education	2024-10-14	E Chen Danyang Wang Luyi Xu Hubiao Chen Xiao Fang Jionghao Lin
+ PDF Ask	Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI	2024-09-23	Liang Zhang Jionghao Lin John Sabatini Conrad Borchers D. P. Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser
+ PDF Ask	Generative Adversarial Networks for Imputing Sparse Learning Performance	2024-07-26	Liang Zhang Mohammed Yeasin Jionghao Lin Felix Havugimana Xiangen Hu
+ PDF Ask	GPTutor: Great Personalized Tutor with Large Language Models for Personalized Learning Content Generation	2024-07-09	Eason Chen Jia-En Lee Jionghao Lin Kenneth R. Koedinger
+ PDF Ask	RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations	2024-07-05	J. Prabhakar Rao Jionghao Lin
+ PDF Ask	SPL: A Socratic Playground for Learning Powered by Large Language Mode	2024-06-19	Liang Zhang Jionghao Lin Ziyi Kuang Sheng Xu Mohammed Yeasin Xiangen Hu
+ PDF Ask	GPTutor: Great Personalized Tutor with Large Language Models for Personalized Learning Content Generation	2024-05-16	Eason Chen Jia-En Lee Jionghao Lin Kenneth R. Koedinger
+ PDF Ask	How Can I Get It Right? Using GPT to Rephrase Incorrect Trainee Responses	2024-05-01	Jionghao Lin Feifei Han Danielle R. Thomas Ashish Gurung Shivang Gupta Vincent Aleven Kenneth R. Koedinger
+ PDF Ask	How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses	2024-04-30	Jionghao Lin Eason Chen Zeifei Han Ashish Gurung Danielle R. Thomas Wei Han Tan Ngoc Dang Nguyen Kenneth R. Koedinger
+ PDF Ask	Improving Student Learning with Hybrid Human-AI Tutoring: A Three-Study Quasi-Experimental Investigation	2024-03-05	Danielle R. Thomas Jionghao Lin Erin Gatz Ashish Gurung Shivang Gupta K. Norberg Stephen Fancsali Vincent Aleven Lee Branstetter Emma Brunskill
+ PDF Ask	Predicting Learning Performance with Large Language Models: A Study in Adult Literacy	2024-03-04	Liang Zhang Jionghao Lin Conrad Borchers John Sabatini John Hollander Meng Cao Xiangen Hu
+ PDF Ask	Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation	2024-02-04	Zifei Han Jionghao Lin Ashish Gurung Danielle R. Thomas Eason Chen Conrad Borchers Shivang Gupta Kenneth R. Koedinger
+ PDF Ask	3DG: A Framework for Using Generative AI for Handling Sparse Learner Performance Data From Intelligent Tutoring Systems	2024-01-29	Liang Zhang Jionghao Lin Conrad Borchers Meng Cao Xiangen Hu
+ PDF Ask	Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors	2024-01-01	Sanjit Kakarla Danielle R. Thomas Jionghao Lin Shivang Gupta Kenneth R. Koedinger
+ PDF Ask	Personalized Learning Squared (PLUS): Doubling Math Learning through AI-assisted Tutoring	2023-07-12	Jionghao Lin Danielle R. Thomas Feifei Han Wei Tan Ngoc Dang Nguyen Shivang Gupta Erin Gatz Cindy Tipper Kenneth R. Koedinger
+ PDF Ask	Can Large Language Models Provide Feedback to Students? A Case Study on ChatGPT	2023-07-01	Wei Dai Jionghao Lin Hua Jin Tongguang Li Yi‐Shan Tsai Dragan Gašević Guanliang Chen
+ PDF Ask	Learner-centred Analytics of Feedback Content in Higher Education	2023-02-21	Jionghao Lin Wei Dai Lisa-Angelique Lim Yi‐Shan Tsai Rafael Ferreira Mello Hassan Khosravi Dragan Gǎsević Guanliang Chen
+ PDF Ask	Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification	2023-01-01	Wei Tan Jionghao Lin David Marshall Lang Guanliang Chen Dragan Gašević Lan Du Wray Buntine
+ PDF Ask	Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets	2023-01-01	Jionghao Lin Wei Tan Ngoc Dang Nguyen David Marshall Lang Lan Du Wray Buntine Richard Beare Guanliang Chen Dragan Gašević
+ PDF Ask	Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification	2023-01-01	Wei Tan Jionghao Lin David Lang Guanliang Chen Dragan Gašević Lan Du Wray Buntine
+ PDF Ask	Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets	2023-01-01	Jionghao Lin Wei Tan Ngoc Dang Nguyen David Lang Lan Du Wray Buntine Richard Beare Guanliang Chen Dragan Gašević
+ PDF Ask	Using Large Language Models to Provide Explanatory Feedback to Human Tutors	2023-01-01	Jionghao Lin Danielle R. Thomas Feifei Han Shivang Gupta Wei Tan Ngoc Dang Nguyen Kenneth R. Koedinger
+ PDF Ask	Comparative Analysis of GPT-4 and Human Graders in Evaluating Praise Given to Students in Synthetic Dialogues	2023-01-01	Dollaya Hirunyasiri Danielle R. Thomas Jionghao Lin Kenneth R. Koedinger Vincent Aleven
+ PDF Ask	AI Chatbots as Multi-Role Pedagogical Agents: Transforming Engagement in CS Education	2023-01-01	Chen Cao Zijian Ding Jionghao Lin Frank Hopfgartner
+ PDF Ask	Elucidating STEM Concepts through Generative AI: A Multi-modal Exploration of Analogical Reasoning	2023-01-01	Chen Cao Zijian Ding Gyeong-Geon Lee Jiajun Jiao Jionghao Lin Xiaoming Zhaı
+ PDF Ask	Learner-centred Analytics of Feedback Content in Higher Education	2022-12-15	Jionghao Lin Wei Dai Lisa-Angelique Lim Yi‐Shan Tsai Rafael Ferreira Mello Hassan Khosravi Dragan Gašević Guanliang Chen
+ PDF Ask	Establishing Trustworthy Artificial Intelligence in Automated Feedback	2022-07-17	Jionghao Lin Lele Sha Yuheng Li Dragan Gǎsević Guanliang Chen
+ PDF Ask	Exploring the Politeness of Instructional Strategies from Human-Human Online Tutoring Dialogues	2022-03-03	Jionghao Lin Mladen Raković David Lang Dragan Gǎsević Guanliang Chen
+ PDF Ask	Exploring the Politeness of Instructional Strategies from Human-Human Online Tutoring Dialogues	2022-02-25	Jionghao Lin Mladen Raković David Lang Dragan Gǎsević Guanliang Chen
+ PDF Ask	A Neural Network Based Explainable Recommender System	2018-12-31	Jionghao Lin Yiren Liu
+ PDF Ask	A Neural Network Based Explainable Recommender System	2018-01-01	Jionghao Lin Yiren Liu

Common Coauthors

Coauthor	Papers Together
Kenneth R. Koedinger	14
Dragan Gašević	10
Danielle R. Thomas	10
Guanliang Chen	10
Conrad Borchers	9
Wei Tan	6
Xiangen Hu	6
Shivang Gupta	6
Ngoc Dang Nguyen	5
Eason Chen	5
Vincent Aleven	5
Wray Buntine	4
David Lang	4
Erin Gatz	4
John Sabatini	3
John Hollander	3
Sanjit Kakarla	3
Liang Zhang	3
Yi‐Shan Tsai	3
Feifei Han	3
Ashish Gurung	3
Wei Dai	2
Chen Cao	2
Yiren Liu	2
Boyuan Guo	2
Zijian Ding	2
Lan Du	2
Shambhavi Bhushan	2
Hassan Khosravi	2
D. P. Weitekamp	2
Arthur C. Graesser	2
Mladen Raković	2
Richard Beare	2
David Marshall Lang	2
Rafael Ferreira Mello	2
Lisa-Angelique Lim	2
Jia-En Lee	2
Meng Cao	2
Lan Du	2
Wei Han Tan	1
Meng Cao	1
Han	1
Chentianye Xu	1
Jiajun Jiao	1
J. Prabhakar Rao	1
Z. Yan	1
Tongshuang Wu	1
Aprille Xi	1
Gyeong-Geon Lee	1
Ziyi Kuang	1

Commonly Cited References

Action	Title	Date	Authors	# of times referenced
+ PDF Ask	Exploring the Politeness of Instructional Strategies from Human-Human Online Tutoring Dialogues	2022-03-03	Jionghao Lin Mladen Raković David Lang Dragan Gǎsević Guanliang Chen	3
+ PDF Ask	SciBERT: A Pretrained Language Model for Scientific Text	2019-01-01	Iz Beltagy Kyle Lo Arman Cohan	2
+	An astonishing regularity in student learning rate	2023-03-20	Kenneth R. Koedinger Paulo F. Carvalho Ran Liu Elizabeth A. McLaughlin	2
+ PDF Ask	Polite Dialogue Generation Without Parallel Data	2018-12-01	Tong Niu Mohit Bansal	2
+ PDF Ask	Can Large Language Models Make the Grade? An Empirical Study Evaluating LLMs Ability To Mark Short Answer Questions in K-12 Education	2024-07-09	Owen Henkel Libby Hills Adam Boxer Bill Roberts Zachary Levonian	2
+ PDF Ask	GritNet: Student Performance Prediction with Deep Learning	2018-01-01	Byung‐Hak Kim Ethan Vizitei Varun Ganapathi	1
+	Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations	2016-03-14	Eliyahu Kiperwasser Yoav Goldberg	1
+ PDF Ask	A Unified Approach to Interpreting Model Predictions	2017-01-01	Scott Lundberg Su‐In Lee	1
+ PDF Ask	Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics	2020-01-01	Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yi‐Zhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi	1
+ PDF Ask	Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations	2021-01-01	Marzieh Karimi-Haghighi Carlos Castillo Davinia Hernández‐Leo Verónica Moreno Oliver	1
+ PDF Ask	Designing for human–AI complementarity in K‐12 education	2022-06-01	Kenneth Holstein Vincent Aleven	1
+ PDF Ask	The power of feedback and reflection: Testing an online scenario-based learning intervention for student teachers	2021-04-02	Lisa Bardach Robert M. Klassen Tracy L. Durksen Jade V. Rushby Keiko C. P. Bostwick Lynn Sheridan	1
+ PDF Ask	Towards Equity and Algorithmic Fairness in Student Grade Prediction	2021-07-21	Weijie Jiang Zachary A. Pardos	1
+ PDF Ask	Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification	2021-10-01	Zhuoning Yuan Yan Yan Milan Sonka Tianbao Yang	1
+ PDF Ask	BPR: Bayesian Personalized Ranking from Implicit Feedback	2012-01-01	Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme	1
+ PDF Ask	Exploring and Mitigating Gender Bias in Recommender Systems with Explicit Feedback	2021-01-01	Shrikant Saxena Shweta Jain	1
+ PDF Ask	AUC Maximization in the Era of Big Data and AI: A Survey	2022-08-03	Tianbao Yang Yiming Ying	1
+ PDF Ask	Language Models are Few-Shot Learners	2020-01-01	T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell	1
+ PDF Ask	Learner-centred Analytics of Feedback Content in Higher Education	2023-02-21	Jionghao Lin Wei Dai Lisa-Angelique Lim Yi‐Shan Tsai Rafael Ferreira Mello Hassan Khosravi Dragan Gǎsević Guanliang Chen	1
+ PDF Ask	Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification	2023-01-01	Wei Tan Jionghao Lin David Lang Guanliang Chen Dragan Gašević Lan Du Wray Buntine	1
+ PDF Ask	AUC Maximization for Low-Resource Named Entity Recognition	2023-06-26	Ngoc Dang Nguyen Wei Tan Lan Du Wray Buntine Richard Beare Changyou Chen	1
+ PDF Ask	GPTutor: A ChatGPT-Powered Programming Tool for Code Explanation	2023-01-01	Eason Chen Ray Huang Han-Shin Chen Yuen‐Hsien Tseng Liang‐Yi Li	1
+ PDF Ask	Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cycle	2024-03-05	Lixiang Yan Roberto Martínez‐Maldonado Dragan Gašević	1
+ PDF Ask	Improving Student Learning with Hybrid Human-AI Tutoring: A Three-Study Quasi-Experimental Investigation	2024-03-05	Danielle R. Thomas Jionghao Lin Erin Gatz Ashish Gurung Shivang Gupta K. Norberg Stephen Fancsali Vincent Aleven Lee Branstetter Emma Brunskill	1
+ PDF Ask	A Survey on Evaluation of Large Language Models	2024-01-23	Yupeng Chang Xu Wang Jindong Wang Yuan Wu Linyi Yang Kaijie Zhu Hao Chen Xiaoyuan Yi Cunxiang Wang Yidong Wang	1
+ PDF Ask	Applying large language models and chain-of-thought for automatic scoring	2024-02-27	Gyeong-Geon Lee Ehsan Latif Xuansheng Wu Ninghao Liu Xiaoming Zhaı	1
+ PDF Ask	Black-Box Access is Insufficient for Rigorous AI Audits	2024-06-03	Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis Benjamin Bucknall Andreas Haupt Kevin Wei Jérémy Scheurer Marius Hobbhahn	1
+ PDF Ask	AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails	2024-07-09	Sankalan Pal Chowdhury Vilém Zouhar Mrinmaya Sachan	1
+ PDF Ask	Students' Information Privacy Concerns in Learning Analytics: Towards a Model Development	2021-01-01	Chantal Mutimukwe Jean Damascene Twizeyimana Olga Viberg	1
+ PDF Ask	Collaborative Deep Learning for Recommender Systems	2015-08-07	Hao Wang Naiyan Wang Dit‐Yan Yeung	1
+ PDF Ask	Exploring Representativeness and Informativeness for Active Learning	2015-11-17	Bo Du Zengmao Wang Lefei Zhang Liangpei Zhang Wei Liu Jialie Shen Dacheng Tao	1
+ PDF Ask	Active learning using uncertainty information	2016-12-01	Yazhou Yang Marco Loog	1
+ PDF Ask	Neural Collaborative Filtering	2017-04-03	Xiangnan He Lizi Liao Hanwang Zhang Liqiang Nie Xia Hu Tat‐Seng Chua	1