Zhixin Guo — accepted AI-conference papers

2024

Towards Controlled Table-to-Text Generation with Scientific Reasoning

Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng +3

ICASSP 2024accepted

The sheer volume of scientific experimental results and complex technical statements, often presented in tabular formats, presents a formidable barrier to individuals acquiring preferred information. The realms of scientific reasoning and content generation that adhere to user preferences encounter…

Cited by 0 Source ↗Scholar ↗

2023

Text Classification In The Wild: A Large-Scale Long-Tailed Name Normalization Dataset

Jiexing Qi, Shuhao Li, Zhixin Guo, Yusheng Huang, Chenghu Zhou, Weinan Zhang +2

ICASSP 2023accepted

Real-world data usually exhibits a long-tailed distribution, with a few frequent labels and a lot of few-shot labels. The study of institution name normalization is a perfect application case showing this phenomenon: there are many institutions worldwide, with enormous variations of their names in t…

Cited by 0 Source ↗Scholar ↗