Search Results for author: Liwen Sun

Found 2 papers, 0 papers with code

ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance

no code implementations21 Feb 2024 Liwen Sun, Abhineet Agarwal, Aaron Kornblith, Bin Yu, Chenyan Xiong

Using publicly available patient data, we collaborate with ED clinicians to curate MIMIC-ED-Assist, a benchmark that measures the ability of AI systems in suggesting laboratory tests that minimize ED wait times, while correctly predicting critical outcomes such as death.

Language Modelling

Few-shot Text Classification with Dual Contrastive Consistency

no code implementations29 Sep 2022 Liwen Sun, Jiawei Han

In this paper, we explore how to utilize pre-trained language model to perform few-shot text classification where only a few annotated examples are given for each class.

Contrastive Learning Few-Shot Text Classification +3

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