ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text

no code implementations • 30 Jan 2023 • Sandra Mitrović, Davide Andreoletti, Omran Ayoub

In this paper, we study whether a machine learning model can be effectively trained to accurately distinguish between original human and seemingly human (that is, ChatGPT-generated) text, especially when this text is short.

Explainable artificial intelligence

Keyword Extraction in Scientific Documents

no code implementations • 5 Jul 2022 • Susie Xi Rao, Piriyakorn Piriyatamwong, Parijat Ghoshal, Sara Nasirian, Emmanuel de Salis, Sandra Mitrović, Michael Wechner, Vanya Brucker, Peter Egger, Ce Zhang

The scientific publication output grows exponentially.

Keyphrase Extraction Keyword Extraction

On Analyzing Annotation Consistency in Online Abusive Behavior Datasets

no code implementations • 24 Jun 2020 • Md Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, Sandra Mitrović

In this study, we proposed an analytical framework to study the annotation consistency in online hate and abusive content datasets.

Predicting Branch Visits and Credit Card Up-selling using Temporal Banking Data

1 code implementation • 20 Jul 2016 • Sandra Mitrović, Gaurav Singh

There is an abundance of temporal and non-temporal data in banking (and other industries), but such temporal activity data can not be used directly with classical machine learning models.

BIG-bench Machine Learning Task 2