Small, Private Language Models as Teammates for Educational Assessment Design

Chris Davis Jaldi; Anmol Saini; Shan Zhang; Noah Schroeder; Cogan Shimizu; Eleni Ilkou

doi:10.1007/978-3-032-29755-6_15

Small, Private Language Models as Teammates for Educational Assessment Design

Chris Davis Jaldi
, Anmol Saini
, Shan Zhang
, Noah Schroeder
, Cogan Shimizu
, Eleni Ilkou

Computer Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings
Editors	Emmanuel G. Blanchard, Guanliang Chen, Min Chi, Seiji Isotani
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	215-231
Number of pages	17
ISBN (Print)	9783032297549
DOIs	https://doi.org/10.1007/978-3-032-29755-6_15
State	Published - 2027
Event	27th International Conference on Artificial Intelligence in Education, AIED 2026 - Seoul, Korea, Republic of Duration: Jun 27 2026 → Jul 3 2026

Publication series

Name	Lecture Notes in Computer Science
Volume	16582 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	27th International Conference on Artificial Intelligence in Education, AIED 2026
Country/Territory	Korea, Republic of
City	Seoul
Period	6/27/26 → 7/3/26

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Automated Educational Question Generation (AEQG)
Bloom’s Taxonomy
Small Language Models (SLMs)

Access to Document

10.1007/978-3-032-29755-6_15

Cite this

Jaldi, C. D., Saini, A., Zhang, S., Schroeder, N., Shimizu, C., & Ilkou, E. (2027). Small, Private Language Models as Teammates for Educational Assessment Design. In E. G. Blanchard, G. Chen, M. Chi, & S. Isotani (Eds.), Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings (pp. 215-231). (Lecture Notes in Computer Science; Vol. 16582 LNAI). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-032-29755-6_15

Small, Private Language Models as Teammates for Educational Assessment Design. / Jaldi, Chris Davis; Saini, Anmol; Zhang, Shan et al.
Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings. ed. / Emmanuel G. Blanchard; Guanliang Chen; Min Chi; Seiji Isotani. Springer Science and Business Media Deutschland GmbH, 2027. p. 215-231 (Lecture Notes in Computer Science; Vol. 16582 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Jaldi, CD, Saini, A, Zhang, S, Schroeder, N, Shimizu, C & Ilkou, E 2027, Small, Private Language Models as Teammates for Educational Assessment Design. in EG Blanchard, G Chen, M Chi & S Isotani (eds), Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings. Lecture Notes in Computer Science, vol. 16582 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 215-231, 27th International Conference on Artificial Intelligence in Education, AIED 2026, Seoul, Korea, Republic of, 6/27/26. https://doi.org/10.1007/978-3-032-29755-6_15

Jaldi CD, Saini A, Zhang S, Schroeder N, Shimizu C, Ilkou E. Small, Private Language Models as Teammates for Educational Assessment Design. In Blanchard EG, Chen G, Chi M, Isotani S, editors, Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings. Springer Science and Business Media Deutschland GmbH. 2027. p. 215-231. (Lecture Notes in Computer Science). doi: 10.1007/978-3-032-29755-6_15

Jaldi, Chris Davis ; Saini, Anmol ; Zhang, Shan et al. / Small, Private Language Models as Teammates for Educational Assessment Design. Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings. editor / Emmanuel G. Blanchard ; Guanliang Chen ; Min Chi ; Seiji Isotani. Springer Science and Business Media Deutschland GmbH, 2027. pp. 215-231 (Lecture Notes in Computer Science).

@inproceedings{3c2c6564c74e4446a5b52610700f0df6,

title = "Small, Private Language Models as Teammates for Educational Assessment Design",

keywords = "Automated Educational Question Generation (AEQG), Bloom{\textquoteright}s Taxonomy, Small Language Models (SLMs)",

author = "Jaldi, \{Chris Davis\} and Anmol Saini and Shan Zhang and Noah Schroeder and Cogan Shimizu and Eleni Ilkou",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2027.; 27th International Conference on Artificial Intelligence in Education, AIED 2026 ; Conference date: 27-06-2026 Through 03-07-2026",

year = "2027",

doi = "10.1007/978-3-032-29755-6\_15",

language = "English",

isbn = "9783032297549",

series = "Lecture Notes in Computer Science",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "215--231",

editor = "Blanchard, \{Emmanuel G.\} and Guanliang Chen and Min Chi and Seiji Isotani",

booktitle = "Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings",

}

TY - GEN

T1 - Small, Private Language Models as Teammates for Educational Assessment Design

AU - Jaldi, Chris Davis

AU - Saini, Anmol

AU - Zhang, Shan

AU - Schroeder, Noah

AU - Shimizu, Cogan

AU - Ilkou, Eleni

N1 - Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2027.

PY - 2027

Y1 - 2027

KW - Automated Educational Question Generation (AEQG)

KW - Bloom’s Taxonomy

KW - Small Language Models (SLMs)

UR - https://www.scopus.com/pages/publications/105043721081

UR - https://www.scopus.com/pages/publications/105043721081#tab=citedBy

U2 - 10.1007/978-3-032-29755-6_15

DO - 10.1007/978-3-032-29755-6_15

M3 - Conference contribution

AN - SCOPUS:105043721081

SN - 9783032297549

T3 - Lecture Notes in Computer Science

SP - 215

EP - 231

BT - Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings

A2 - Blanchard, Emmanuel G.

A2 - Chen, Guanliang

A2 - Chi, Min

A2 - Isotani, Seiji

PB - Springer Science and Business Media Deutschland GmbH

T2 - 27th International Conference on Artificial Intelligence in Education, AIED 2026

Y2 - 27 June 2026 through 3 July 2026

ER -