Mingchen Shao

According to our database, Mingchen Shao authored at least 18 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LLM-MINE: Large Language Model based Alzheimer's Disease and Related Dementias Phenotypes Mining from Clinical Notes.

Mingchen Shao, Yuzhang Xie, Carl Yang, Jiaying Lu

CoRR, March, 2026

Seeing the Context: Rich Visual Context-Aware Speech Recognition via Multimodal Reasoning.

Wenjie Tian, Mingchen Shao, Bingshen Mu, Xuelong Geng, Chengyou Wang, Yujie Liao, Zhixian Zhao, Ziyu Zhang, Jingbin Hu, Mengqi Wei, Lei Xie

CoRR, March, 2026

WenetSpeech-Wu: Datasets, Benchmarks, and Models for a Unified Chinese Wu Dialect Speech Processing Ecosystem.

Chengyou Wang, Mingchen Shao, Jingbin Hu, Zeyu Zhu, Hongfei Xue, Bingshen Mu, Xin Xu, Xingyi Duan, Binbin Zhang, Pengcheng Zhu, Chuang Ding, Xiaojun Zhang, Hui Bu, Lei Xie

CoRR, January, 2026

2025

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages.

Mingchen Shao, Bingshen Mu, Chengyou Wang, Haizhou Li, Ying Yan, Zhonghua Fu, Lei Xie

CoRR, September, 2025

Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods.

Bingshen Mu, Pengcheng Guo, Zhaokai Sun, Shuai Wang, Hexin Liu, Mingchen Shao, Lei Xie, Eng Siong Chng, Longshuai Xiao, Qiangze Feng, Daliang Wang

CoRR, September, 2025

OSUM-EChat: Enhancing End-to-End Empathetic Spoken Chatbot via Understanding-Driven Spoken Dialogue.

Xuelong Geng, Qijie Shao, Hongfei Xue, Shuiyuan Wang, Hanke Xie, Zhao Guo, Yi Zhao, Guojian Li, Wenjie Tian, Chengyou Wang, Zhixian Zhao, Kangxiang Xia, Ziyu Zhang, Zhennan Lin, Tianlun Zuo, Mingchen Shao, Yuang Cao, Guobin Ma, Longhao Li, Yuhang Dai, Dehui Gao, Dake Guo, Lei Xie

CoRR, August, 2025

Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model.

Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyun-Jung Kwak, Carl Yang, Jiaying Lu

CoRR, February, 2025

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia.

Xuelong Geng, Kun Wei, Qijie Shao, Shuiyun Liu, Zhennan Lin, Zhixian Zhao, Guojian Li, Wenjie Tian, Peikun Chen, Yangze Li, Pengcheng Guo, Mingchen Shao, Shuiyuan Wang, Yuang Cao, Chengyou Wang, Tianyi Xu, Yuhang Dai, Xinfa Zhu, Yue Li, Li Zhang, Lei Xie

CoRR, January, 2025

Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model.

Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyunjung Kwak, Carl Yang, Jiaying Lu

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR.

Mingchen Shao, Xinfa Zhu, Chengyou Wang, Bingshen Mu, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Dynamics of COVID-19 Misinformation: An Analysis of Conspiracy Theories, Fake Remedies, and False Reports.

Nirmalya Thakur, Mingchen Shao, Victoria Knieling, Vanessa Su, Andrew Bian, Hongseok Jeong

Proceedings of the Social Computing and Social Media, 2025

2024

A Labelled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and other Sources about the 2024 Outbreak of Measles.

Nirmalya Thakur, Vanessa Su, Mingchen Shao, Kesha A. Patel, Hongseok Jeong, Victoria Knieling, Andrew Bian

Dataset, June, 2024

Investigation of the Misinformation about COVID-19 on YouTube Using Topic Modeling, Sentiment Analysis, and Language Analysis.

Nirmalya Thakur, Shuqi Cui, Victoria Knieling, Karam Khanna, Mingchen Shao

Comput., February, 2024

A Labelled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and Other Sources about the 2024 Outbreak of Measles.

Nirmalya Thakur, Vanessa Su, Mingchen Shao, Kesha A. Patel, Hongseok Jeong, Victoria Knieling, Andrew Bian

CoRR, 2024

Findings of the 2024 Mandarin Stuttering Event Detection and Automatic Speech Recognition Challenge.

Hongfei Xue, Rong Gong, Mingchen Shao, Xin Xu, Lezhi Wang, Lei Xie, Hui Bu, Jiaming Zhou, Yong Qin, Jun Du, Ming Li, Binbin Zhang, Bin Jia

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Unveiling the Potential of LLM-Based ASR on Chinese Open-Source Datasets.

Xuelong Geng, Tianyi Xu, Kun Wei, Bingshen Mu, Hongfei Xue, He Wang, Yangze Li, Pengcheng Guo, Yuhang Dai, Longhao Li, Mingchen Shao, Lei Xie

Proceedings of the 14th IEEE International Symposium on Chinese Spoken Language Processing, 2024

A Labeled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and Other Sources About the 2024 Outbreak of Measles.

Nirmalya Thakur, Vanessa Su, Mingchen Shao, Kesha A. Patel, Hongseok Jeong, Victoria Knieling, Andrew Bian

Proceedings of the HCI International 2024 - Late Breaking Papers, 2024

2023

Investigation of the Gender-Specific Discourse about Online Learning during COVID-19 on Twitter Using Sentiment Analysis, Subjectivity Analysis, and Toxicity Analysis.

Nirmalya Thakur, Shuqi Cui, Karam Khanna, Victoria Knieling, Yuvraj Nihal Duggal, Mingchen Shao

Comput., October, 2023