no code implementations • 21 May 2024 • Ruyuan Wan, Simret Gebreegziabhe, Toby Jia-Jun Li, Karla Badillo-Urquiola
To understand how to recognize human efforts in co-writing with intelligent writing systems, we adapt Flower and Hayes' cognitive process theory of writing and propose CoCo Matrix, a two-dimensional taxonomy of entropy and information gain, to depict the new human-agent co-writing model.
1 code implementation • 24 May 2023 • London Lowmanstone, Ruyuan Wan, Risako Owan, Jaehyung Kim, Dongyeop Kang
In our analysis of the results, we found that the choice of imputation method significantly impacts soft label changes and distribution.
no code implementations • 12 Jan 2023 • Ruyuan Wan, Jaehyung Kim, Dongyeop Kang
Particularly, we extract disagreement labels from the annotators' voting histories in the five subjective datasets, and then fine-tune language models to predict annotators' disagreement.
no code implementations • 4 Apr 2021 • Esha Singh, Anu Bompelli, Ruyuan Wan, Jiang Bian, Serguei Pakhomov, Rui Zhang
Dietary supplements (DS) have been widely used by consumers, but the information around the efficacy and safety of DS is disparate or incomplete, thus creating barriers for consumers to find information effectively.
no code implementations • 22 Jan 2021 • Anusha Bompelli, Yanshan Wang, Ruyuan Wan, Esha Singh, Yuqi Zhou, Lin Xu, David Oniani, Bhavani Singh Agnikula Kshatriya, Joyce, E. Balls-Berry, Rui Zhang
Keywords: Social and Behavioral Determinants of Health, Artificial Intelligence, Electronic Health Records, Natural Language Processing, Predictive Model