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portfolio
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publications
Multimodal Data Augmentation for Image Captioning using Diffusion Models
Published in ACMMM LGM3A, 2023
Recommended citation: Changrong Xiao, Sean Xin Xu, and Kunpeng Zhang. 2023. Multimodal Data Augmentation for Image Captioning using Diffusion Models. In Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications (LGM3A 2023). Association for Computing Machinery, New York, NY, USA, 23–33. https://doi.org/10.1145/3607827.3616839 https://dl.acm.org/doi/10.1145/3607827.3616839
Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications
Published in ACL BEA, 2023
Recommended citation: Changrong Xiao, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, and Lei Xia. 2023. Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications. In Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023), pages 610–625, Toronto, Canada. Association for Computational Linguistics. https://aclanthology.org/2023.bea-1.52/
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
Published in arXiv, 2024
Recommended citation: Changrong Xiao, Wenxing Ma, Qingping Song, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Qi Fu. 2024. Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs. arXiv https://arxiv.org/abs/2401.06431
Keep The Positive in The Loop: A Field Experimental Study of The Impact of Integrating Solicited Consumer Feedback in Content Recommendation Systems
Published in ICIS, 2024
Recommended citation: Xiao, Changrong; Li, Yilin; Wang, Chong (Alex); Xu, Sean Xin; and Zhang, Jiayin, "Keep The Positive in The Loop: A Field Experimental Study of The Impact of Integrating Solicited Consumer Feedback in Content Recommendation Systems" (2024). ICIS 2024 Proceedings. 21. https://aisel.aisnet.org/icis2024/humtechinter/humtechinter/21/
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Integrated Business Analytics in Practice
Master course, Department of Management Science and Engineering, Tsinghua University, 2023
Lead TA of the course Integrated Business Analytics in Practice.