Publications

2026

1. ACLF

   

   Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning

   Ignacio Meza Jara, Hamed Damirchi, Afshar Shamsi, and 3 more authors

   In Findings of the Association for Computational Linguistics: ACL 2026 , 2026

   Accepted to Findings of ACL 2026

   arXiv Cite PDF

   @inproceedings{De_la_Jara_2026_ACL_Findings,
     author = {De la Jara, Ignacio Meza and Damirchi, Hamed and Shamsi, Afshar and Zhang, Zhen and Abbasnejad, Ehsan and Shi, Javen},
     title = {Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning},
     booktitle = {Findings of the Association for Computational Linguistics: ACL 2026},
     year = {2026},
     note = {Accepted to Findings of ACL 2026},
   }

2025

1. NeurIPS

   

   Mysteries of the Deep: Role of Intermediate Representations in Out-of-Distribution Detection

   Ignacio Meza Jara, Cristian Rodriguez-Opazo, Damien Teney, and 2 more authors

   In Advances in Neural Information Processing Systems , 2025

   arXiv Cite PDF Code Website

   @inproceedings{De_la_Jara_2025_NeurIPS,
     author = {De la Jara, Ignacio Meza and Rodriguez-Opazo, Cristian and Teney, Damien and Ranasinghe, Damith and Abbasnejad, Ehsan},
     title = {Mysteries of the Deep: Role of Intermediate Representations in Out-of-Distribution Detection},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2025},
   }

2023

1. ICCVW

   

   An Empirical Study of the Effect of Video Encoders on Temporal Video Grounding

   Ignacio M. Jara, Cristian Rodriguez-Opazo, Edison Marrese-Taylor, and 1 more author

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops , Oct 2023

   arXiv Cite PDF

   @inproceedings{De_la_Jara_2023_ICCV,
     author = {De la Jara, Ignacio M. and Rodriguez-Opazo, Cristian and Marrese-Taylor, Edison and Bravo-Marquez, Felipe},
     title = {An Empirical Study of the Effect of Video Encoders on Temporal Video Grounding},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
     month = oct,
     year = {2023},
     pages = {2850-2855},
   }