USING LARGE LANGUAGE MODELS FOR SHORT TEXT TOPIC MODELING: MODEL CHOICE AND SAMPLE SIZE
Imagine you're trying to organize thousands of comments about a product into main themes or topics. Traditionally, researchers either had...
top of page
STAY IN THE KNOW
Lille My
Oct 83 min read
New GenAI Framework for Generating and Evaluating Scientific Hypotheses
Imagine if we could automate the discovery of groundbreaking scientific hypotheses, unlocking new possibilities faster than ever before....
Lille My
Sep 162 min read
AI's Peer Review: GPT-4 Matches Human Experts in Scientific Feedback
This article, titled "Can Large Language Models Provide Useful Feedback on Research Papers? A Large-Scale Empirical Analysis", is a...
Lille My
Aug 243 min read
Researchers Find AI Chatbot GPT Effective for Multilingual Psychological Text Analysis
A new study published in the Proceedings of the National Academy of Sciences finds that the artificial intelligence chatbot GPT is an...
Lille My
Jul 212 min read
Generative AI for Economic Research: Use Cases and Implications for Economists
Anton Korinek, JOURNAL OF ECONOMIC LITERATURE The landscape of generative artificial intelligence (AI) has seen rapid evolution,...
Lille My
Jun 272 min read
PNAS: Can Generative AI improve social science?
Christopher A. Baila, aDepartment of Sociology, Duke University https://doi.org/10.1073/pnas.2314021121 This perspective article by...
Lille My
Apr 152 min read
Sentiment Analysis in the Age of Generative AI
Jan Ole Krugmann & Jochen Hartmann Abstract In the rapidly advancing age of Generative AI, Large Language Models (LLMs) such as ChatGPT...
Lille My
Apr 142 min read
Determining the Validity of Large Language Models for Automated Perceptual Analysis
Peiyao Li, Noah Castelo, Zsolt Katona, Miklos Sarvary Published Online:25 Jan 2024 https://doi.org/10.1287/mksc.2023.0454 Abstract: This...
Lille My
Apr 141 min read
Is it ok to use LLMs in peer review?
A study of review reports identifies dozens of adjectives that could indicate text written with the help of chatbots. A study [preprint,...
Lille My
Apr 72 min read
Systematic testing of three Language Models reveals low language accuracy, absence of response stability, and a yes-response bias
Vittoria Dentella https://orcid.org/0000-0001-6697-9184 vittoria.dentella@urv.cat, Fritz Günther https://orcid.org/0000-0002-9205-6786,...
Lille My
Apr 71 min read
ChatGPT outperforms crowd workers for text-annotation tasks
Fabrizio Gilardi https://orcid.org/0000-0002-0635-3048 gilardi@ipz.uzh.ch, Meysam Alizadeh https://orcid.org/0000-0001-6696-6471, and...
Lille My
Apr 71 min read
Large language models show human-like content biases in transmission chain experiments
Alberto Acerbi https://orcid.org/0000-0001-5827-8003 alberto.acerbi@unitn.it and Joseph M. Stubbersfield https://orcid.org/0000-0001-8966...
Lille My
Apr 72 min read
Uncovering the semantics of concepts using GPT-4
Gaël Le Mens https://orcid.org/0000-0003-4800-0598 gael.le-mens@upf.edu, Balázs Kovács https://orcid.org/0000-0001-6916-6357, Michael T....
bottom of page