LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis

23 October 2023

Papers citing "LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis"

33 / 33 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
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews Huimin Xu Seungjun Yi Terence Lim Jiawei Xu Andrew Well ... Y. Zhang Heng Ji Keshav Pingali Yan Leng Ying Ding LLMAG 83 0 0 26 Mar 2025
Comparing Native and Non-native English Speakers' Behaviors in Collaborative Writing through Visual Analytics Yuexi Chen Yimin Xiao Kazi Tasnim Zinat Naomi Yamashita G. Gao Zhicheng Liu 55 0 0 25 Feb 2025
Invisible Walls in Cities: Leveraging Large Language Models to Predict Urban Segregation Experience with Social Media Content Bingbing Fan Lin Chen Songwei Li Jian Yuan Fengli Xu Pan Hui Yong Li 54 0 0 17 Feb 2025
Prompting in the Dark: Assessing Human Performance in Prompt Engineering for Data Labeling When Gold Labels Are Absent Zeyu He Saniya Naphade Ting-Hao 'Kenneth' Huang 33 0 0 16 Feb 2025
LLM-TA: An LLM-Enhanced Thematic Analysis Pipeline for Transcripts from Parents of Children with Congenital Heart Disease Muhammad Zain Raza Jiawei Xu Terence Lim Lily Boddy Carlos M. Mery Andrew Well Ying Ding 51 2 0 03 Feb 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy Tunazzina Islam Dan Goldwasser 79 2 0 28 Jan 2025
Data Science Students Perspectives on Learning Analytics: An Application of Human-Led and LLM Content Analysis Raghda Zahran Jianfei Xu Huizhi Liang Matthew Forshaw 28 0 0 22 Jan 2025
LLMs-in-the-Loop Part 2: Expert Small AI Models for Anonymization and De-identification of PHI Across Multiple Languages Murat Gunay Bunyamin Keles Raife Hizlan 67 0 0 14 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
Can We Trust AI Agents? An Experimental Study Towards Trustworthy LLM-Based Multi-Agent Systems for AI Ethics José Antonio Siqueira de Cerqueira Mamia Agbese Rebekah A. Rousi Nannan Xi Juho Hamari P. Abrahamsson LLMAG 25 4 0 25 Oct 2024
Analyzing Nobel Prize Literature with Large Language Models Yang Zhenyuan Liu Zhengliang Zhang Jing Lu Cen Tai Jiaxin ... Ge Bao Zhang Wei Qiang Ning Zhang Tuo Liu Tianming 28 3 0 22 Oct 2024
CLEAR: Towards Contextual LLM-Empowered Privacy Policy Analysis and Risk Generation for Large Language Model Applications Chaoran Chen Daodao Zhou Yanfang Ye Toby Jia-jun Li Yaxing Yao AILaw 28 3 0 17 Oct 2024
From Interaction to Impact: Towards Safer AI Agents Through Understanding and Evaluating UI Operation Impacts Zhuohao Jerry Zhang E. Schoop Jeffrey Nichols Anuj Mahajan Amanda Swearngin LLMAG 26 1 0 11 Oct 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
Bridging Quantitative and Qualitative Methods for Visualization Research: A Data/Semantics Perspective in Light of Advanced AI Daniel Weiskopf 21 0 0 11 Sep 2024
Investigating Expert-in-the-Loop LLM Discourse Patterns for Ancient Intertextual Analysis Ray Umphrey Jesse Roberts Lindsey Roberts 39 1 0 03 Sep 2024
Iterative Improvement of an Additively Regularized Topic Model Alex Gorbulev V. Alekseev Konstantin Vorontsov 24 0 0 11 Aug 2024
Training LLMs to Recognize Hedges in Spontaneous Narratives Amie Paige Adil Soubki John Murzaku Owen Rambow Susan E. Brennan 25 0 0 06 Aug 2024
CoDefeater: Using LLMs To Find Defeaters in Assurance Cases Usman Gohar Michael C. Hunter Robyn R. Lutz Myra B. Cohen OffRL 29 6 0 18 Jul 2024
SLEGO: A Collaborative Data Analytics System with LLM Recommender for Diverse Users Siu Lung Ng Hirad Rezaei F. Rabhi 18 0 0 17 Jun 2024
An Open-Source Reproducible Chess Robot for Human-Robot Interaction Research Renchi Zhang J. D. Winter Dimitra Dodou H. Seyffert Y. B. Eisma 37 0 0 28 May 2024
Can Large Language Models Create New Knowledge for Spatial Reasoning Tasks? Thomas Greatrix Roger Whitaker Liam Turner Walter Colombo LRM 17 1 0 23 May 2024
Automating Thematic Analysis: How LLMs Analyse Controversial Topics Awais Hameed Khan H. Kegalle Rhea D'Silva Ned Watt Daniel Whelan-Shamy Lida Ghahremanlou Liam Magee 32 6 0 11 May 2024
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context Yunxin Li Baotian Hu Haoyuan Shi Wei Wang Longyue Wang Min-Ling Zhang LRM 27 12 0 08 May 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 25 6 0 08 May 2024
Large Language Models for Blockchain Security: A Systematic Literature Review Zheyuan He Zihao Li Sen Yang Ao Qiao Xiaosong Zhang Xiapu Luo Ting Chen Ting Chen PILM 42 14 0 21 Mar 2024
Discovering Latent Themes in Social Media Messaging: A Machine-in-the-Loop Approach Integrating LLMs Tunazzina Islam Dan Goldwasser 51 5 0 15 Mar 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
Grounded Intuition of GPT-Vision's Abilities with Scientific Images Alyssa Hwang Andrew Head Chris Callison-Burch 35 3 0 03 Nov 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 0 03 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022