LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding

23 June 2023

Papers citing "LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding"

27 / 27 papers shown

Title
From Inductive to Deductive: LLMs-Based Qualitative Data Analysis in Requirements Engineering S. Mohamad Hussein Ann Barcomb Mohammad Moshirpour 45 0 0 27 Apr 2025
Text Chunking for Document Classification for Urban System Management using Large Language Models Joshua Rodriguez Om Sanan Guillermo Vizarreta-Luna Steven A. Conrad 26 0 0 31 Mar 2025
DeepSeek vs. ChatGPT vs. Claude: A Comparative Study for Scientific Computing and Scientific Machine Learning Tasks Qile Jiang Zhiwei Gao George Em Karniadakis LRM 60 5 0 25 Feb 2025
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao Ming Yin 47 0 0 17 Feb 2025
The Evolution of LLM Adoption in Industry Data Curation Practices Crystal Qian Michael Xieyang Liu Emily Reif Grady Simon Nada Hussein Nathan Clement James Wexler Carrie J. Cai Michael Terry Minsuk Kahng AILaw ELM 75 4 0 20 Dec 2024
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives Sam Relins Daniel Birks Charlie Lloyd 59 0 0 16 Dec 2024
Interpreting Language Reward Models via Contrastive Explanations Junqi Jiang Tom Bewley Saumitra Mishra Freddy Lecue Manuela Veloso 74 0 0 25 Nov 2024
Learning Algorithms Made Simple Noorbakhsh Amiri Golilarz Elias Hossain Abdoljalil Addeh Keyan Alexander Rahimi AAML 47 0 0 11 Oct 2024
A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts Hung-Fu Chang Tong Li KELM LLMAG 34 2 0 10 Oct 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction Qianyue Hao Jingyang Fan Fengli Xu Jian Yuan Yong Li 24 0 0 10 Oct 2024
Human Interest or Conflict? Leveraging LLMs for Automated Framing Analysis in TV Shows David Alonso del Barrio Max Tiel D. Gática-Pérez 31 3 0 19 Sep 2024
Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization Gollam Rabby Sören Auer Jennifer D'Souza A. Oelen 80 2 0 10 Sep 2024
Bridging Dictionary: AI-Generated Dictionary of Partisan Language Use Hang Jiang Doug Beeferman William Brannon Andrew Heyward Deb Roy 27 0 0 12 Jul 2024
Harnessing LLMs for Automated Video Content Analysis: An Exploratory Workflow of Short Videos on Depression Jiaying Liu Yunlong Wang Y. Lyu Yiheng Su Shuo Niu Xuhai Orson Xu Yan Zhang 23 7 0 27 Jun 2024
QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums Varun Nagaraj Rao Eesha Agarwal Samantha Dalal D. Calacci Andrés Monroy-Hernández 30 7 0 08 May 2024
Corporate Communication Companion (CCC): An LLM-empowered Writing Assistant for Workplace Social Media Zhuoran Lu Sheshera Mysore Tara Safavi Jennifer Neville Longqi Yang Mengting Wan 25 7 0 07 May 2024
Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra Darioush Kevian U. Syed Xing-ming Guo Aaron J. Havens Geir Dullerud Peter M. Seiler Lianhui Qin Bin Hu ELM 31 29 0 04 Apr 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
Network Formation and Dynamics Among Multi-LLMs Marios Papachristou Yuan Yuan 36 11 0 16 Feb 2024
LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop Maryam Amirizaniani Jihan Yao Adrian Lavergne Elizabeth Snell Okada Aman Chadha Tanya Roosta Chirag Shah HILM 21 2 0 14 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
From Prompt Engineering to Prompt Science With Human in the Loop Chirag Shah 26 9 0 01 Jan 2024
Redefining Developer Assistance: Through Large Language Models in Software Ecosystem Somnath Banerjee Avik Dutta Sayan Layek Amruit Sahoo Sam Conrad Joyce Rima Hazra 13 1 0 09 Dec 2023
Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users S. Paoli 19 9 0 10 Oct 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 92 235 0 11 Sep 2021