Nicola Dainese

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Language Models For Information Retrieval

Monte Carlo Tree Search

Top Venues

EACL (Student Research Workshop)

Publications

Nicola Dainese, Alexander Ilin, Pekka Marttinen
Can docstring reformulation with an LLM improve code generation? EACL (Student Research Workshop) (2024)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Paul Denny
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge. CoRR (2024)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny
Benchmarking Educational Program Repair. CoRR (2024)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Paul Denny
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge. ITiCSE (1) (2024)
Matteo Merler, Nicola Dainese, Katsiaryna Haitsiukevich
In-Context Symbolic Regression: Leveraging Language Models for Function Discovery. CoRR (2024)
Charles Koutcheme, Nicola Dainese, Arto Hellas, Sami Sarsa, Juho Leinonen, Syed Ashraf, Paul Denny
Evaluating Language Models for Generating and Judging Programming Feedback. CoRR (2024)
Nicola Dainese, Matteo Merler, Minttu Alakuijala, Pekka Marttinen
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search. CoRR (2024)
Nicola Dainese, Pekka Marttinen, Alexander Ilin
Reader: Model-based language-instructed reinforcement learning. EMNLP (2023)