most citedHierarchical Classification of Research Fields in the "Web of Science" Using Deep Learning

6 citations · 13 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2023★ 5 cited

Building Floorspace in China: A Dataset and Learning Pipeline

Peter Egger, Susie Xi Rao, Sebastiano Papini

This paper provides a first milestone in measuring the floorspace of buildings (that is, building footprint and height) for 40 major Chinese cities. The intent is to maximize city…

cs.DL2023

SAINE: Scientific Annotation and Inference Engine of Scientific Research

Susie Xi Rao, Yilei Tu, Peter H. Egger

We present SAINE, an Scientific Annotation and Inference ENgine based on a set of standard open-source software, such as Label Studio and MLflow. We show that our annotation engine…

cs.DL2023★ 6 cited

Hierarchical Classification of Research Fields in the "Web of Science" Using Deep Learning

Susie Xi Rao, Peter H. Egger, Ce Zhang

This paper presents a hierarchical classification system that automatically categorizes a scholarly publication using its abstract into a three-tier hierarchical label set (discipl…

cs.CL2022★ 2 cited

Keyword Extraction in Scientific Documents

Susie Xi Rao, Piriyakorn Piriyatamwong, Parijat Ghoshal +7

The scientific publication output grows exponentially. Therefore, it is increasingly challenging to keep track of trends and changes. Understanding scientific documents is an impor…

cs.CV2022

TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets

Susie Xi Rao, Johannes Rausch, Peter Egger +1

Tables have been an ever-existing structure to store data. There exist now different approaches to store tabular data physically. PDFs, images, spreadsheets, and CSVs are leading e…