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Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks
4 references·0 citing·23 second hopsampled
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks (2025)Limitations of the LLM-as-a-Judge Approac…Mental-LLM (2024)Mental-LLMCollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models (2024)CollabCoder: A Lower-barrier,…PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis (2023)PaTAT: Human-AI Collaborative…Design and evaluation guidelines for mental health technologies (2010)Design and evaluation guideli…The necessary and sufficient conditions of therapeutic personality change. (1957)Development and validation of the Working Alliance Inventory. (1989)The Transtheoretical Model of Health Behavior Change (1997)Mobile Mental Wellness Training for Stress Management: Feasibility and Design Implications Based on a One-Month Field Study (2013)Digital health technology for use in patients with serious mental illness: a systematic review of the literature (2017)Responsible AI—Two Frameworks for Ethical Design Practice (2020)Qualitative Analysis for Social Scientists. (1988)Basics of Qualitative Research (1992)Transforming Qualitative Information: Thematic Analysis and Code Development (1998)CoAIcoder: Examining the Effectiveness of AI-assisted Human-to-Human Collaboration in Qualitative Analysis (2023)MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling (2024)Large Language Models in Qualitative Research: Uses, Tensions, and Intentions (2025)Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity (2014)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Predicting Depression via Social Media (2021)The Lancet Commission on self-harm (2024)Assessing and alleviating state anxiety in large language models (2025)The Applications of Large Language Models in Mental Health: Scoping Review (2025)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Using thematic analysis in psychology (2006)Literature review as a research methodology: An overview and guidelines (2019)ChatGPT for Education Research: Exploring the Potential of Large Language Models for Qualitative Codebook Development (2024)LLMs as Research Tools: Applications and Evaluations in HCI Data Work (2024)
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References

  • 2024Mental-LLM277 cited
  • 2010Design and evaluation guidelines for mental health technologies179 cited
  • 2024CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models78 cited
  • 2023PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis72 cited

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