Work

Word-Sequence Entropy: Towards uncertainty estimation in free-form medical question answering applications and beyond

Year: 2024

Type: article

Source: Engineering Applications of Artificial Intelligence

DOI: 10.1016/j.engappai.2024.109553

Authors: Zhiyuan Wang, Jinhao Duan, Chenxi Yuan, Qingyu Chen, Tianlong Chen, Yue Zhang, Ren Wang, Xiaoshuang Shi, Kaidi Xu

Institutions: University of Electronic Science and Technology of China, Illinois Institute of Technology, Drexel University, University of Pennsylvania, Yale University, Massachusetts Institute of Technology

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: National Key Research and Development Program of China

Award: G1916619572

OpenAlex ID: W4404396282

FWCI: 2.595

Cites: 56

Cited by: 24

Related to: 10