Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models S Sarsa, P Denny, A Hellas, J Leinonen Proceedings of the 2022 ACM Conference on International Computing Education …, 2022 | 138 | 2022 |
Experiences from using code explanations generated by large language models in a web software development e-book S MacNeil, A Tran, A Hellas, J Kim, S Sarsa, P Denny, S Bernstein, ... Proceedings of the 54th ACM Technical Symposium on Computer Science …, 2023 | 57 | 2023 |
Using large language models to enhance programming error messages J Leinonen, A Hellas, S Sarsa, B Reeves, P Denny, J Prather, BA Becker Proceedings of the 54th ACM Technical Symposium on Computer Science …, 2023 | 51 | 2023 |
Comparing code explanations created by students and large language models J Leinonen, P Denny, S MacNeil, S Sarsa, S Bernstein, J Kim, A Tran, ... arXiv preprint arXiv:2304.03938, 2023 | 35 | 2023 |
Automatically Generating CS Learning Materials with Large Language Models S MacNeil, A Tran, J Leinonen, P Denny, J Kim, A Hellas, S Bernstein, ... arXiv preprint arXiv:2212.05113, 2022 | 21 | 2022 |
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests A Hellas, J Leinonen, S Sarsa, C Koutcheme, L Kujanpää, J Sorva arXiv preprint arXiv:2306.05715, 2023 | 17 | 2023 |
Computing Education in the Era of Generative AI P Denny, J Prather, BA Becker, J Finnie-Ansley, A Hellas, J Leinonen, ... arXiv preprint arXiv:2306.02608, 2023 | 16 | 2023 |
Robosourcing Educational Resources--Leveraging Large Language Models for Learnersourcing P Denny, S Sarsa, A Hellas, J Leinonen arXiv preprint arXiv:2211.04715, 2022 | 16 | 2022 |
Towards Giving Timely Formative Feedback and Hints to Novice Programmers J Jeuring, H Keuning, S Marwan, D Bouvier, C Izu, N Kiesler, T Lehtinen, ... Proceedings of the 2022 Working Group Reports on Innovation and Technology …, 2022 | 13 | 2022 |
Evaluating the performance of code generation models for solving Parsons problems with small prompt variations B Reeves, S Sarsa, J Prather, P Denny, BA Becker, A Hellas, B Kimmel, ... Proceedings of the 2023 Conference on Innovation and Technology in Computer …, 2023 | 12 | 2023 |
The Implications of Large Language Models for CS Teachers and Students S MacNeil, J Kim, J Leinonen, P Denny, S Bernstein, BA Becker, ... Proceedings of the 54th ACM Technical Symposium on Computer Science Education 2, 2023 | 11 | 2023 |
Empirical evaluation of deep learning models for knowledge tracing: Of hyperparameters and metrics on performance and replicability S Sarsa, J Leinonen, A Hellas arXiv preprint arXiv:2112.15072, 2021 | 11* | 2021 |
Publishing and using legislation and case law as linked open data on the semantic web E Hyvönen, M Tamper, E Ikkala, S Sarsa, A Oksanen, J Tuominen, ... European Semantic Web Conference, 110-114, 2020 | 11 | 2020 |
Searching Case Law Judgments by Using Other Judgments as a Query S Sarsa, E Hyvönen Artificial Intelligence and Natural Language: 9th Conference, AINL 2020 …, 2020 | 10* | 2020 |
LawSampo: A semantic portal on a linked open data service for Finnish legislation and case law E Hyvönen, M Tamper, A Oksanen, E Ikkala, S Sarsa, J Tuominen, ... Proceedings of ESWC, 2020 | 8 | 2020 |
Methodological considerations for predicting at-risk students C Koutcheme, S Sarsa, A Hellas, L Haaranen, J Leinonen Proceedings of the 24th Australasian Computing Education Conference, 105-113, 2022 | 6 | 2022 |
Information retrieval with finnish case law embeddings S Sarsa Helsingin yliopisto, 2019 | 6 | 2019 |
Steps learners take when solving programming tasks, and how learning environments (should) respond to them J Jeuring, H Keuning, S Marwan, D Bouvier, C Izu, N Kiesler, T Lehtinen, ... Proceedings of the 27th ACM Conference on on Innovation and Technology in …, 2022 | 5 | 2022 |
Who Continues in a Series of Lifelong Learning Courses? S Sarsa, A Hellas, J Leinonen Proceedings of the 27th ACM Conference on on Innovation and Technology in …, 2022 | 4 | 2022 |
Automated Program Repair Using Generative Models for Code Infilling C Koutcheme, S Sarsa, J Leinonen, A Hellas, P Denny International Conference on Artificial Intelligence in Education, 798-803, 2023 | 2 | 2023 |