In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery. - Matteo Merler; Katsiaryna Haitsiukevich; Nicola Dainese; Pekka Marttinen (ACL (Student Research Workshop), 2024)

Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search. - Nicola Dainese; Matteo Merler; Minttu Alakuijala; Pekka Marttinen (NeurIPS, 2024)

In-Context Symbolic Regression: Leveraging Language Models for Function Discovery. - Matteo Merler; Nicola Dainese; Katsiaryna Haitsiukevich (CoRR, 2024)

ViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models. - Matteo Merler; Nicola Dainese; Minttu Alakuijala; Giovanni Bonetta; Pietro Ferrazzi; Yu Tian; Bernardo Magnini; Pekka Marttinen (CoRR, 2025)