Cover Image

Towards Valid Student Simulation with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yuan, Zhihao, Xiao, Yunze, Li, Ming, Xuan, Weihao, Tong, Richard, Diab, Mona, Mitchell, Tom
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Social Skill Training with Large Language Models
by: Yang, Diyi, et al.
Published: (2024)

Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization
by: Li, Shuaimin, et al.
Published: (2024)

Towards Predictive Communication with Brain-Computer Interfaces integrating Large Language Models
by: Caria, Andrea
Published: (2024)

Do LLMs Make Mistakes Like Students? Exploring Natural Alignment between Language Models and Human Error Patterns
by: Liu, Naiming, et al.
Published: (2025)

Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
by: Zhao, Xiaoyan, et al.
Published: (2025)

Are Humans as Brittle as Large Language Models?
by: Li, Jiahui, et al.
Published: (2025)

Toward Automated Qualitative Analysis: Leveraging Large Language Models for Tutoring Dialogue Evaluation
by: Gu, Megan, et al.
Published: (2025)

Think Outside the Data: Colonial Biases and Systemic Issues in Automated Moderation Pipelines for Low-Resource Languages
by: Shahid, Farhana, et al.
Published: (2025)

Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents
by: Chen, Chaoran, et al.
Published: (2025)

PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language Models
by: Wang, Zhiyuan, et al.
Published: (2024)

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge
by: Li, Yupei, et al.
Published: (2025)

Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs
by: Wang, Pengda, et al.
Published: (2024)

GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model Agents
by: Zeng, Xin, et al.
Published: (2023)

Large Language Model-based Human-Agent Collaboration for Complex Task Solving
by: Feng, Xueyang, et al.
Published: (2024)

A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education
by: Chen, Eason, et al.
Published: (2024)

Generate-Then-Validate: A Novel Question Generation Approach Using Small Language Models
by: Wei, Yumou, et al.
Published: (2025)

Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems
by: Liu, Zhengyuan, et al.
Published: (2024)

WinClick: GUI Grounding with Multimodal Large Language Models
by: Hui, Zheng, et al.
Published: (2025)

Can Large Language Model Agents Simulate Human Trust Behavior?
by: Xie, Chengxing, et al.
Published: (2024)

Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement
by: Ye, Haoran, et al.
Published: (2025)

AEQ-Bench: Measuring Empathy of Omni-Modal Large Models
by: Luo, Xuan, et al.
Published: (2026)

ChatVis: Automating Scientific Visualization with a Large Language Model
by: Mallick, Tanwi, et al.
Published: (2024)

Large Language Models Pass the Turing Test
by: Jones, Cameron R., et al.
Published: (2025)

ChatSUMO: Large Language Model for Automating Traffic Scenario Generation in Simulation of Urban MObility
by: Li, Shuyang, et al.
Published: (2024)

ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents
by: Zhang, Xinnong, et al.
Published: (2024)

Leveraging Large Language Models for Identifying Knowledge Components
by: Wang, Canwen, et al.
Published: (2025)

Large Language Models for Virtual Human Gesture Selection
by: Torshizi, Parisa Ghanad, et al.
Published: (2025)

Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches
by: Shani, Chen, et al.
Published: (2025)

AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails
by: Chowdhury, Sankalan Pal, et al.
Published: (2024)

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling
by: Jiang, Hang, et al.
Published: (2024)

TransLaw: A Large-Scale Dataset and Multi-Agent Benchmark Simulating Professional Translation of Hong Kong Case Law
by: Xuan, Xi, et al.
Published: (2025)

ReactGenie: A Development Framework for Complex Multimodal Interactions Using Large Language Models
by: Yang, Jackie Junrui, et al.
Published: (2023)

Exploring Large Language Models to generate Easy to Read content
by: Martínez, Paloma, et al.
Published: (2024)

Generalization Bias in Large Language Model Summarization of Scientific Research
by: Peters, Uwe, et al.
Published: (2025)

When Large Language Models are Reliable for Judging Empathic Communication
by: Kumar, Aakriti, et al.
Published: (2025)

Dialogue Language Model with Large-Scale Persona Data Engineering
by: Hong, Mengze, et al.
Published: (2024)

DiscussLLM: Teaching Large Language Models When to Speak
by: Patel, Deep Anil, et al.
Published: (2025)

Exploring Large Language Models for Specialist-level Oncology Care
by: Palepu, Anil, et al.
Published: (2024)

Ensembling Large Language Models to Characterize Affective Dynamics in Student-AI Tutor Dialogues
by: Zhang, Chenyu, et al.
Published: (2025)

From Voices to Validity: Leveraging Large Language Models (LLMs) for Textual Analysis of Policy Stakeholder Interviews
by: Liu, Alex, et al.
Published: (2023)