Sami Sarsa

44 papers A 1C 4Journal 18Unranked 21
YearRankTypeTitle / Venue / Authors
2025 — conf
Evaluating Language Models for Generating and Judging Programming Feedback.
SIGCSE (1)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Syed Ashraf, Paul Denny
2025 C conf
LLM-itation is the Sincerest Form of Data: Generating Synthetic Buggy Code Submissions for Computing Education.
ACE
Juho Leinonen, Paul Denny, Olli Kiljunen, Stephen MacNeil, Sami Sarsa, Arto Hellas
2024 — conf
"Like a Nesting Doll": Analyzing Recursion Analogies Generated by CS Students Using Large Language Models.
ITiCSE (1)
Seth Bernstein, Paul Denny, Juho Leinonen, Lauren Kan, Arto Hellas, Matt Littlefield, Sami Sarsa, Stephen MacNeil
2024 J jnl
"Like a Nesting Doll": Analyzing Recursion Analogies Generated by CS Students using Large Language Models.
CoRR
Seth Bernstein, Paul Denny, Juho Leinonen, Lauren Kan, Arto Hellas, Matt Littlefield, Sami Sarsa, Stephen MacNeil
2024 J jnl
Benchmarking Educational Program Repair.
CoRR
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny
2024 J jnl
Computing Education in the Era of Generative AI.
Commun. ACM
Paul Denny, James Prather, Brett A. Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N. Reeves, Eddie Antonio Santos, Sami Sarsa
2024 C conf
Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models.
ACE
Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim
2024 — conf
Evaluating Contextually Personalized Programming Exercises Created with Generative AI.
ICER (1)
Evanfiya Logacheva, Arto Hellas, James Prather, Sami Sarsa, Juho Leinonen
2024 J jnl
Evaluating Contextually Personalized Programming Exercises Created with Generative AI.
CoRR
Evanfiya Logacheva, Arto Hellas, James Prather, Sami Sarsa, Juho Leinonen
2024 J jnl
Evaluating Language Models for Generating and Judging Programming Feedback.
CoRR
Charles Koutcheme, Nicola Dainese, Arto Hellas, Sami Sarsa, Juho Leinonen, Syed Ashraf, Paul Denny
2024 J jnl
LLM-itation is the Sincerest Form of Data: Generating Synthetic Buggy Code Submissions for Computing Education.
CoRR
Juho Leinonen, Paul Denny, Olli Kiljunen, Stephen MacNeil, Sami Sarsa, Arto Hellas
2024 — conf
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge.
ITiCSE (1)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Paul Denny
2024 J jnl
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge.
CoRR
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Paul Denny
2024 — conf
Solving Proof Block Problems Using Large Language Models.
SIGCSE (1)
Seth Poulsen, Sami Sarsa, James Prather, Juho Leinonen, Brett A. Becker, Arto Hellas, Paul Denny, Brent N. Reeves
2023 A conf
Automated Program Repair Using Generative Models for Code Infilling.
AIED
Charles Koutcheme, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny
2023 — conf
Automatically Generating CS Learning Materials with Large Language Models.
SIGCSE (2)
Stephen MacNeil, Andrew Tran, Juho Leinonen, Paul Denny, Joanne Kim, Arto Hellas, Seth Bernstein, Sami Sarsa
2023 — conf
Comparing Code Explanations Created by Students and Large Language Models.
ITiCSE (1)
Juho Leinonen, Paul Denny, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas
2023 J jnl
Comparing Code Explanations Created by Students and Large Language Models.
CoRR
Juho Leinonen, Paul Denny, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas
2023 J jnl
Computing Education in the Era of Generative AI.
CoRR
Paul Denny, James Prather, Brett A. Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N. Reeves, Eddie Antonio Santos, Sami Sarsa
2023 J jnl
Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models.
CoRR
Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim
2023 — conf
Evaluating Distance Measures for Program Repair.
ICER (1)
Charles Koutcheme, Sami Sarsa, Juho Leinonen, Lassi Haaranen, Arto Hellas
2023 — conf
Evaluating the Performance of Code Generation Models for Solving Parsons Problems With Small Prompt Variations.
ITiCSE (1)
Brent N. Reeves, Sami Sarsa, James Prather, Paul Denny, Brett A. Becker, Arto Hellas, Bailey Kimmel, Garrett B. Powell, Juho Leinonen
2023 — conf
Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book.
SIGCSE (1)
Stephen MacNeil, Andrew Tran, Arto Hellas, Joanne Kim, Sami Sarsa, Paul Denny, Seth Bernstein, Juho Leinonen
2023 — conf
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests.
ICER (1)
Arto Hellas, Juho Leinonen, Sami Sarsa, Charles Koutcheme, Lilja Kujanpää, Juha Sorva
2023 J jnl
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests.
CoRR
Arto Hellas, Juho Leinonen, Sami Sarsa, Charles Koutcheme, Lilja Kujanpää, Juha Sorva
2023 J jnl
Human vs Machine: Comparison of Student-generated and AI-generated Educational Content.
CoRR
Paul Denny, Hassan Khosravi, Arto Hellas, Juho Leinonen, Sami Sarsa
2023 — conf
The Implications of Large Language Models for CS Teachers and Students.
SIGCSE (2)
Stephen MacNeil, Joanne Kim, Juho Leinonen, Paul Denny, Seth Bernstein, Brett A. Becker, Michel Wermelinger, Arto Hellas, Andrew Tran, Sami Sarsa, James Prather, Viraj Kumar
2023 — conf
Using Large Language Models to Enhance Programming Error Messages.
SIGCSE (1)
Juho Leinonen, Arto Hellas, Sami Sarsa, Brent N. Reeves, Paul Denny, James Prather, Brett A. Becker
2022 — conf
Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models.
ICER (1)
Sami Sarsa, Paul Denny, Arto Hellas, Juho Leinonen
2022 J jnl
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models.
CoRR
Sami Sarsa, Paul Denny, Arto Hellas, Juho Leinonen
2022 J jnl
Automatically Generating CS Learning Materials with Large Language Models.
CoRR
Stephen MacNeil, Andrew Tran, Juho Leinonen, Paul Denny, Joanne Kim, Arto Hellas, Seth Bernstein, Sami Sarsa
2022 J jnl
Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book.
CoRR
Stephen MacNeil, Andrew Tran, Arto Hellas, Joanne Kim, Sami Sarsa, Paul Denny, Seth Bernstein, Juho Leinonen
2022 — conf
Finding Significant p in Coffee or Tea: Mildly Distasteful.
Koli Calling
Sami Sarsa, Arto Hellas, Juho Leinonen
2022 C conf
How to Help to Ask for Help? Help Request Prompt Structure Influence on Help Request Quantity and Course Retention.
FIE
Sami Sarsa, Jesper Pettersson, Arto Hellas
2022 C conf
Methodological Considerations for Predicting At-risk Students.
ACE
Charles Koutcheme, Sami Sarsa, Arto Hellas, Lassi Haaranen, Juho Leinonen
2022 — conf
Robosourcing Educational Resources - Leveraging Large Language Models for Learnersourcing.
LSGCS@L@S
Paul Denny, Sami Sarsa, Arto Hellas, Juho Leinonen
2022 J jnl
Robosourcing Educational Resources - Leveraging Large Language Models for Learnersourcing.
CoRR
Paul Denny, Sami Sarsa, Arto Hellas, Juho Leinonen
2022 — conf
Speeding Up Automated Assessment of Programming Exercises.
UKICER
Sami Sarsa, Juho Leinonen, Charles Koutcheme, Arto Hellas
2022 — conf
Steps Learners Take when Solving Programming Tasks, and How Learning Environments (Should) Respond to Them.
ITiCSE (2)
Johan Jeuring, Hieke Keuning, Samiha Marwan, Dennis J. Bouvier, Cruz Izu, Natalie Kiesler, Teemu Lehtinen, Dominic Lohr, Andrew Petersen, Sami Sarsa
2022 — conf
Towards Giving Timely Formative Feedback and Hints to Novice Programmers.
ITiCSE-WGR
Johan Jeuring, Hieke Keuning, Samiha Marwan, Dennis J. Bouvier, Cruz Izu, Natalie Kiesler, Teemu Lehtinen, Dominic Lohr, Andrew Petersen, Sami Sarsa
2022 J jnl
Using Large Language Models to Enhance Programming Error Messages.
CoRR
Juho Leinonen, Arto Hellas, Sami Sarsa, Brent N. Reeves, Paul Denny, James Prather, Brett A. Becker
2022 — conf
Who Continues in a Series of Lifelong Learning Courses?
ITiCSE (1)
Sami Sarsa, Arto Hellas, Juho Leinonen
2021 J jnl
Deep Learning Models for Knowledge Tracing: Review and Empirical Evaluation.
CoRR
Sami Sarsa, Juho Leinonen, Arto Hellas
2020 — conf
Publishing and Using Legislation and Case Law as Linked Open Data on the Semantic Web.
ESWC (Satellite Events)
Eero Hyvönen, Minna Tamper, Esko Ikkala, Sami Sarsa, Arttu Oksanen, Jouni Tuominen, Aki Hietanen