A multiple LLM approach to automated essay scoring: Comparing seven open-source models with human graders

Edmond Wai Kong Yeung; Jialing Xiao; Fung Ting Wong; Kam-pui Jonathan LEE; Marco BETTONI

A multiple LLM approach to automated essay scoring: Comparing seven open-source models with human graders

Edmond Wai Kong Yeung
, Jialing Xiao
, Fung Ting Wong
, Kam-pui Jonathan LEE
, Marco BETTONI

Department of Management and Marketing

Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Teaching and learning

Original language	English
Publication status	Not published / presented only - 22 May 2026
Event	The International Conference on GenAI and Pedagogical Innovations in Higher Education (GaPI) - The Hong Kong Polytechnic University, Hong Kong Duration: 20 May 2026 → 22 May 2026 https://events.polyu.edu.hk/gapi2026/home

Conference

Conference	The International Conference on GenAI and Pedagogical Innovations in Higher Education (GaPI)
Country/Territory	Hong Kong
Period	20/05/26 → 22/05/26
Internet address	https://events.polyu.edu.hk/gapi2026/home

Cite this

@conference{5e90ed31118c40f1ab061fff90431574,

title = "A multiple LLM approach to automated essay scoring: Comparing seven open-source models with human graders",

author = "Yeung, \{Edmond Wai Kong\} and Jialing Xiao and Wong, \{Fung Ting\} and LEE, \{Kam-pui Jonathan\} and Marco BETTONI",

year = "2026",

month = may,

day = "22",

language = "English",

note = "The International Conference on GenAI and Pedagogical Innovations in Higher Education (GaPI) ; Conference date: 20-05-2026 Through 22-05-2026",

url = "https://events.polyu.edu.hk/gapi2026/home",

}

A multiple LLM approach to automated essay scoring: Comparing seven open-source models with human graders. / Yeung, Edmond Wai Kong; Xiao, Jialing; Wong, Fung Ting et al.
2026. Paper presented at The International Conference on GenAI and Pedagogical Innovations in Higher Education (GaPI) , Hong Kong.

Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Teaching and learning

TY - CONF

T1 - A multiple LLM approach to automated essay scoring: Comparing seven open-source models with human graders

AU - Yeung, Edmond Wai Kong

AU - Xiao, Jialing

AU - Wong, Fung Ting

AU - LEE, Kam-pui Jonathan

AU - BETTONI, Marco

PY - 2026/5/22

Y1 - 2026/5/22

M3 - Conference presentation (not published in journal/proceeding/book)

T2 - The International Conference on GenAI and Pedagogical Innovations in Higher Education (GaPI)

Y2 - 20 May 2026 through 22 May 2026

ER -