ChatGPT: Jack of all trades, master of none

Kocoń, Jan; Cichecki, Igor; Kaszyca, Oliwier; Kochanek, Mateusz; Szydło, Dominika; Baran, Joanna; Bielaniewicz, Julita; Gruza, Marcin; Janz, Arkadiusz; Kanclerz, Kamil; Kocoń, A.; Koptyra, Bartłomiej; Mieleszczenko‐Kowszewicz, Wiktoria; Miłkowski, Piotr; Oleksy, Marcin; Piasecki, Maciej; Radliński, Łukasz; Wojtasik, Konrad; Woźniak, Stanisław; Kazienko, Przemysław

doi:10.1016/j.inffus.2023.101861

articleInformation FusionJun 3, 2023CAHYBRID OA

ChatGPT: Jack of all trades, master of none

JKJan Kocoń ICIgor Cichecki OKOliwier Kaszyca MKMateusz Kochanek DSDominika Szydło

Wrocław University of Science and Technology · AGH University of Krakow

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Abstract

OpenAI has released the Chat Generative Pre-trained Transformer (ChatGPT) and revolutionized the approach in artificial intelligence to human-model interaction. The first contact with the chatbot reveals its ability to provide detailed and precise answers in various areas. Several publications on ChatGPT evaluation test its effectiveness on well-known natural language processing (NLP) tasks. However, the existing studies are mostly non-automated and tested on a very limited scale. In this work, we examined ChatGPT’s capabilities on 25 diverse analytical NLP tasks, most of them subjective even to humans, such as sentiment analysis, emotion recognition, offensiveness, and stance detection. In contrast, the other…

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Computer science
Master data
Aeronautics
Database
Engineering

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Quality Education

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