深層学習以降のAI研究の流れの中で、特に、基盤モデルにおけるchain of thought promptingやfactual groundingに焦点を当て、基盤モデルが論理的推論などの意識レベルの処理を学習したと言えるかについて考察する。
時間が許せば、深層学習によるpostdictionの可能性等についても論じる。
深層学習以降のAI研究の流れの中で、特に、基盤モデルにおけるchain of thought promptingやfactual groundingに焦点を当て、基盤モデルが論理的推論などの意識レベルの処理を学習したと言えるかについて考察する。
時間が許せば、深層学習によるpostdictionの可能性等についても論じる。
Takashi Kobayashi and Hironori Washizaki, "SWEBOK Guide and Future of SE Education," First International Symposium on the Future of Software Engineering (FUSE), June 3-6, 2024, Okinawa, Japan
Machine Learning Software Engineering Patterns and Their EngineeringHironori Washizaki
Hironori Washizaki, "Machine Learning Software Engineering Patterns and Their Engineering," 2nd International Workshop on Responsible AI Engineering (RAIE’24), Keynote, Lisbon, April 16th, 2024.
Software Engineering Patterns for Machine Learning ApplicationsHironori Washizaki
Hironori Washizaki, Software Engineering Patterns for Machine Learning Applications, 2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI 2021), Keynote, August 28, Online, 2021.
Rubric-based Assessment of Programming Thinking Skills and Comparative Evalua...Hironori Washizaki
Hironori Washizaki, "Rubric-based Assessment of Programming Thinking Skills and Comparative Evaluation of Introductory Programming Environments," 4th International Annual Meeting on STEM Education (IAMSTEM 2021), Keynote, August 12-14, 2021, Keelung, Taiwan and Online