Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment

Research output: Contribution to Conference › Paper › Academic

Original language	English
DOIs	https://doi.org/10.48550/arXiv.2507.05528
Publication status	Accepted/In press - 2025
Event	2025 Conference on Empirical Methods in Natural Language Processing - Suzhou, China Duration: 4 Nov 2025 → 9 Nov 2025

Conference	2025 Conference on Empirical Methods in Natural Language Processing
Country/Territory	China
City	Suzhou
Period	4/11/25 → 9/11/25

Access to Document

Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment
Pei, J., Ye, F., Sun, X., Deng, W., Hindriks, K. & Wang, J., 2025, Findings of the Association for Computational Linguistics: EMNLP 2025: [Proceedings]. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 2984-2997 14 p.
Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Open Access

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title = "Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment",

author = "Jiahuan Pei and Fanghua Ye and Xin Sun and Wentao Deng and Koen Hindriks and Junxiao Wang",

year = "2025",

doi = "10.48550/arXiv.2507.05528",

language = "English",

note = "2025 Conference on Empirical Methods in Natural Language Processing ; Conference date: 04-11-2025 Through 09-11-2025",

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T1 - Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment

AU - Pei, Jiahuan

AU - Ye, Fanghua

AU - Sun, Xin

AU - Deng, Wentao

AU - Hindriks, Koen

AU - Wang, Junxiao

PY - 2025

Y1 - 2025

U2 - 10.48550/arXiv.2507.05528

DO - 10.48550/arXiv.2507.05528

M3 - Paper

T2 - 2025 Conference on Empirical Methods in Natural Language Processing

Y2 - 4 November 2025 through 9 November 2025

ER -