% SLM4ED 2026 proceedings: CEUR Workshop Proceedings, Vol-4296 (https://ceur-ws.org/Vol-4296/)

@proceedings{slm4ed2026,
  title     = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/},
  doi       = {10.83095/ceurws_04296}
}

@inproceedings{yamoah2026finetuning,
  author    = {Yamoah, Kweku and Schroeder, Noah and Dorley, Emmanuel and Rani, Neha and Schutz, Caleb},
  title     = {Fine-Tuning A {1.2B} Large Language Model for Systematic Review Screening in Educational Technology},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper1.pdf},
  doi       = {10.83095/ceurws_04296_paper1}
}

@inproceedings{alzawqari2026structured,
  author    = {Al-Zawqari, Ali and Safa, Ali and Vandersteen, Gerd},
  title     = {Structured Feedback for {Arabic} Competitive Debates Using a Small Language Model},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper2.pdf},
  doi       = {10.83095/ceurws_04296_paper2}
}

@inproceedings{suvernev2026browser,
  author    = {Suvernev, Bogdan and Wang, Yuchen and Tong, Xindi and Tan, Chee Wei},
  title     = {Browser-Sized Agents: Small Language Models and {WebLLM} for Tool-Augmented {AI}-Assisted Programming Education},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper3.pdf},
  doi       = {10.83095/ceurws_04296_paper3}
}

@inproceedings{bulathwela2026diffiqg,
  author    = {Bulathwela, Sahan and Lee, Wilson and Kumarasinghe, Kalindu and Balan, Sarang},
  title     = {{DiffiQG}: Difficulty-Controlled Question Generation Using Small Language Models},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper4.pdf},
  doi       = {10.83095/ceurws_04296_paper4}
}

@inproceedings{mei2026can,
  author    = {Mei, Sijie and Meng, Fanfei and Chen, Siyun and Mehta, Shruti and Souza, Talita de Paula Cypriano de and Isotani, Seiji},
  title     = {Can Small Language Models Teach Effectively? {E}valuating Explanations and Analogies Strategies},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper5.pdf},
  doi       = {10.83095/ceurws_04296_paper5}
}

@inproceedings{lane2026cstutorbench,
  author    = {Lane, H. Chad and Kageler, Bryson},
  title     = {{CSTutorBench}: Benchmarking Small Language Models as Tutors for Block-Based Programming},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper6.pdf},
  doi       = {10.83095/ceurws_04296_paper6}
}

@inproceedings{norris2026compression,
  author    = {Norris, Max and Huencho, Daniel and Bulathwela, Sahan},
  title     = {Compression-First Knowledge Tracing with a Small Language Model},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/paper7.pdf},
  doi       = {10.83095/ceurws_04296_paper7}
}

@inproceedings{mcginness2026bounding,
  author    = {McGinness, Lachlan},
  title     = {Bounding Boxes to Improve Small Language Model Performance on Vision-Based Grading Tasks},
  booktitle = {Proceedings of the 1st Workshop of Small Language Models for Education ({SLM4ED})},
  editor    = {Wei, Yumou and Moore, Steven and Carvalho, Paulo F. and Stamper, John and Brooks, Christopher and Liut, Michael},
  series    = {CEUR Workshop Proceedings},
  volume    = {4296},
  publisher = {CEUR-WS.org},
  address   = {Seoul, Republic of Korea},
  year      = {2026},
  url       = {https://ceur-ws.org/Vol-4296/short1.pdf},
  doi       = {10.83095/ceurws_04296_short1}
}