2023 SIOP Machine Learning Competition

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Data and Winning Code for the 2022-2023 SIOP Machine Learning Competition

Introduction

Predict assessment center ratings of decision making from open ended text

Competition Portal and Details

The competition portal will provide details about the data, optimization criteria, and FAQs.

Winners

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Competition Overview and Awards Presentation

First Place: Sentient Sentence Sense-AIs

Ivan Hernandez @ Virginia Tech

Weiwen Nie @ Hogan Assessments

Joe Meyer @ Erudit

Andrew Cutler @ REACT Neuro

Private Test Set Overall Score = .520

Second Place: Team__mifflin__

Ammar Ansari @ California Baptist University

Private Test Set Overall Score = .501

Third Place: mustafaakben

Mustafa Akben @ Elon University

Private Test Set Overall Score = .500

Fourth Place: GHAAS (Global Hiring at Amazon)

Yizhen Egyn Zhu @ Amazon

Dawn Sepehr @ Amazon

Private Test Set Overall Score = .488

Organizers

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Isaac Thompson @ Amazon

Georgi Yankov @ DDI

Sebastian Marin @ University of Minnesota

Nick Koenig @ Walamrt

How to Cite Data

Thompson, I., Yankov, G. Marin, S., & Koenig, N. The 2022-2023 SIOP Machine Learning Competition. Presented at the 38th Annual Society for Industrial and Organizational Psychology Conference in Boston, MA.