Distilled ChatGPT Topic & Sentiment Modeling with Applications in Finance

no code implementations • 4 Mar 2024 • Olivier Gandouet, Mouloud Belbahri, Armelle Jezequel, Yuriy Bodjov

In this study, ChatGPT is utilized to create streamlined models that generate easily interpretable features.

Knowledge Distillation Sentiment Analysis +2

A Twin Neural Model for Uplift

no code implementations • 11 May 2021 • Mouloud Belbahri, Olivier Gandouet, Alejandro Murua, Vahid Partovi Nia

In this work, we bring a new vision to uplift modeling.

Marketing

Qini-based Uplift Regression

no code implementations • 28 Nov 2019 • Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, Vahid Partovi Nia

We introduce a Qini-based uplift regression model to analyze a large insurance company's retention marketing campaign.

Marketing regression