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Retricted access

Review article

First published 2025-12

Automatic Text Classification With Large Language Models: A Review of openai for Zero- and Few-Shot Classification

Kylie L. Anglin, Claudia Ventura

Journal of Educational and Behavioral Statistics

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Research article

First published 2025

Cross-lingual text classification using hybrid machine translation language models

Haiying Li

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2025

Enhancing Quantitative Analysis in Social Sciences With Large Language Models (LLMs): A Methodological Case Study in Educational Research

James Sebastian, Jeong-Mi Moon, Eric Camburn

AERA Open

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Research article

First published 2025-11

Text-driven online action detection

Manuel Benavent-Lledo, David Mulero-Pérez, David Ortiz-Perez [...]

Integrated Computer-Aided Engineering

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Research article

First published 2026

Generative Artificial Intelligence for Automated Qualitative Feedback: A Cross-Comparison of Prompting Strategies

Jessie S Barrot, Hung Phu Bui

RELC Journal

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Research article

First published 2024-10

Improving ChatGPT's Competency in Generating Effective Business Communication Messages: Integrating Rhetorical Genre Analysis into Prompting Techniques

Junhua Wang

Journal of Technical Writing and Communication

Open access

Research article

First published 2026

Assessing Large Language Models Suitability for Knowledge Graph Construction

Vasile Ionut Remus Iga, Gheorghe Cosmin Silaghi

Neurosymbolic Artificial Intelligence

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Research article

First published 2025

Large Language Models for Text Classification: From Zero-Shot Learning to Instruction-Tuning

Youngjin Chae, Thomas Davidson

Sociological Methods & Research

Open access

Research article

First published 2026-4

Comparative diagnostic agreement of a supervised machine learning model and a general-purpose,zero-shot,non-domain-adapted large language model for classifying headache disorders using structured questionnaires

Masahito Katsuki, Kieran Moran, Siobhán O’Connor [...]

Cephalalgia

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Research article

First published 2023-8

Applying Few-Shot Learning in Classifying Pedestrian Crash Typing

Yanmo Weng, Subasish Das, Stephanie German Paal

Transportation Research Record: Journal of the Transportation Research Board

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