Deep Natural Language Feature Learning for Interpretable Prediction. - Felipe Urrutia; Cristian Buc Calderon; Valentin Barrière (EMNLP, 2023)

Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers. - Felipe Urrutia; Roberto Araya (CoRR, 2023)

Automatically Detecting Incoherent Written Math Answers of Fourth-Graders. - Felipe Urrutia; Roberto Araya (Syst., 2023)

Zero-Shot Decision Tree Construction via Large Language Models. - Lucas Carrasco; Felipe Urrutia; Andrés Abeliuk (CoRR, 2025)

Strassen Attention: Unlocking Compositional Abilities in Transformers Based on a New Lower Bound Method. - Alexander Kozachinskiy; Felipe Urrutia; Hector Jimenez; Tomasz Steifer; Germán Pizarro; Matías Fuentes; Francisco Meza; Cristian Buc; Cristóbal Rojas (CoRR, 2025)

Continuity and Isolation Lead to Doubts or Dilemmas in Large Language Models. - Hector Pasten; Felipe Urrutia; Hector Jimenez; Cristian Buc Calderon; Cristóbal Rojas; Alexander Kozachinskiy (CoRR, 2025)