Hui-Syuan Yeh — accepted AI-conference papers

2024

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages

Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, Aurélie Névéol +8

COLING 2024main

User-generated data sources have gained significance in uncovering Adverse Drug Reactions (ADRs), with an increasing number of discussions occurring in the digital world. However, the existing clinical corpora predominantly revolve around scientific articles in English. This work presents a multilin…

Cited by 6 Source ↗PDF ↗code ↗Scholar ↗

2021

On Training Instance Selection for Few-Shot Neural Text Generation

Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg

ACL 2021short

Large-scale pretrained language models have led to dramatic improvements in text generation. Impressive performance can be achieved by finetuning only on a small number of instances (few-shot setting). Nonetheless, almost all previous work simply applies random sampling to select the few-shot traini…

Cited by 40 Source ↗PDF ↗Scholar ↗