no code implementations • 17 Oct 2024 • Mian Zhang, Xianjun Yang, Xinlu Zhang, Travis Labrum, Jamie C. Chiu, Shaun M. Eack, Fei Fang, William Yang Wang, Zhiyu Zoey Chen
There is a significant gap between patient needs and available mental health support today.
no code implementations • 27 Aug 2024 • Shuang Zhou, Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan, Sirui Ding, Jiashuo Wang, Kaishuai Xu, Yi Fang, Liqiao Xia, Jeremy Yeung, Daochen Zha, Genevieve B. Melton, Mingquan Lin, Rui Zhang
In this article, we perform a comprehensive review of LLM-based methods for disease diagnosis.
1 code implementation • 19 Aug 2024 • Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Zoey Chen
To enhance the rule-learning capabilities for LLM agents, we propose IDEA, a novel reasoning framework that integrates the process of Induction, Deduction, and Abduction.
1 code implementation • 18 Jan 2024 • Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
One critical issue for chat systems is to stay consistent about preferences, opinions, beliefs and facts of itself, which has been shown a difficult problem.
no code implementations • 11 Jun 2023 • Fan Yang, Mian Zhang, Gongzhen Hu, Xiabing Zhou
Aspect Sentiment Triplet Extraction (ASTE) aims to extract the triplet of an aspect term, an opinion term, and their corresponding sentiment polarity from the review texts.
no code implementations • 31 Jan 2023 • Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu
Current self-training methods such as standard self-training, co-training, tri-training, and others often focus on improving model performance on a single task, utilizing differences in input features, model architectures, and training processes.
no code implementations • 3 Jul 2020 • Kevin Luke, Prashanta Kharel, Christian Reimer, Lingyan He, Marko Loncar, Mian Zhang
Thin-film lithium niobate (LN) photonic integrated circuits (PICs) could enable ultrahigh performance in electro-optic and nonlinear optical devices.
Applied Physics Optics