Supporting Qualitative Analysis with Large Language Models: Combining
Codebook with GPT-3 for Deductive Coding

Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding

17 April 2023

Rania Abdelghani

Pierre-Yves Oudeyer

Papers citing "Supporting Qualitative Analysis with Large Language Models: Combining Codebook with GPT-3 for Deductive Coding"

12 / 12 papers shown

Title
LLM-Assisted Automated Deductive Coding of Dialogue Data: Leveraging Dialogue-Specific Characteristics to Enhance Contextual Understanding Ying Na Shihui Feng 57 0 0 28 Apr 2025
Interpreting Language Reward Models via Contrastive Explanations Junqi Jiang Tom Bewley Saumitra Mishra Freddy Lecue Manuela Veloso 74 0 0 25 Nov 2024
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation Tunazzina Islam Dan Goldwasser 36 1 0 07 Oct 2024
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration Jie Ying Gao Simret Araya Gebreegziabher K. T. W. Choo T. Li S. Perrault Thomas W. Malone 26 30 0 30 Mar 2024
"I'm categorizing LLM as a productivity tool": Examining ethics of LLM use in HCI research practices Shivani Kapania Ruiyi Wang Toby Jia-Jun Li Tianshi Li Hong Shen 31 6 0 28 Mar 2024
AI Assistance for UX: A Literature Review Through Human-Centered AI Yuwen Lu Yuewen Yang Qinyi Zhao Chengzhi Zhang Toby Jia-Jun Li 9 16 0 08 Feb 2024
Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks Zackary Dunivin 17 16 0 26 Jan 2024
Reflections on Inductive Thematic Saturation as a potential metric for measuring the validity of an inductive Thematic Analysis with LLMs S. Paoli W. S. Mathis 13 3 0 06 Jan 2024
Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cycle Lixiang Yan Roberto Martínez-Maldonado D. Gašević 22 41 0 30 Nov 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis Shih-Chieh Dai Aiping Xiong Lun-Wei Ku 13 64 0 23 Oct 2023
Can Large Language Models emulate an inductive Thematic Analysis of semi-structured interviews? An exploration and provocation on the limits of the approach and the model S. Paoli 19 26 0 22 May 2023
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,913 0 31 Dec 2020