46 citations · 78 across the 12 of their papers we have counts for
5 papers · 1 filter
Neural Methods for Logical Reasoning Over Knowledge Graphs
Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao +1
Reasoning is a fundamental problem for computers and deeply studied in Artificial Intelligence. In this paper, we specifically focus on answering multi-hop logical queries on Knowl…
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…
BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection
Mingxuan Lu, Zhichao Han, Susie Xi Rao +6
Detecting fraudulent transactions is an essential component to control risk in e-commerce marketplaces. Apart from rule-based and machine learning filters that are already deployed…
Modelling graph dynamics in fraud detection with "Attention"
Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang +7
At online retail platforms, detecting fraudulent accounts and transactions is crucial to improve customer experience, minimize loss, and avoid unauthorized transactions. Despite th…
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…