Machi Shimmei

According to our database, Machi Shimmei authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Leveraging Prompts in LLMs to Overcome Imbalances in Complex Educational Text Data.

Jeanne McClure, Machi Shimmei, Noboru Matsuda, Shiyan Jiang

CoRR, 2024

2023

Can't Inflate Data? Let the Models Unite and Vote: Data-agnostic Method to Avoid Overfit with Small Data.

Machi Shimmei, Noboru Matsuda

Proceedings of the 16th International Conference on Educational Data Mining, 2023

Machine-Generated Questions Attract Instructors When Acquainted with Learning Objectives.

Machi Shimmei, Norman L. Bier, Noboru Matsuda

Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022

Automatic Question Generation for Evidence-based Online Courseware Engineering.

Machi Shimmei, Noboru Matsuda

Proceedings of the Fourth International Workshop on Intelligent Textbooks 2022 co-located with 23d International Conference on Artificial Intelligence in Education (AIED 2022), 2022

2021

Learning Association Between Learning Objectives and Key Concepts to Generate Pedagogically Valuable Questions.

Machi Shimmei, Noboru Matsuda

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

Learning a Policy Primes Quality Control: Towards Evidence-Based Automation of Learning Engineering.

Machi Shimmei, Noboru Matsuda

Proceedings of the 13th International Conference on Educational Data Mining, 2020

2019

Evidence-Based Recommendation for Content Improvement Using Reinforcement Learning.

Machi Shimmei, Noboru Matsuda

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

PASTEL: Evidence-based Learning Engineering Method to Create Intelligent Online Textbook at Scale.

Noboru Matsuda, Machi Shimmei

Proceedings of the First Workshop on Intelligent Textbooks co-located with 20th International Conference on Artificial Intelligence in Education (AIED 2019), 2019