Andrei-Alexandru Manea

Main Research Interests

PhD Topic: Multilingual and Multimodal NLP

Supervisor: Jindřich Libovický

Curriculum Vitae

Education

• ​B. Sc. Computer Science at University of Bucharest - Oct 2017 - July 2020
• M. Sc. Natural Language Processing at University of Bucharest - Oct 2020 - July 2022
• Ph. D. Multimodality in Multilingual NLP at Charles University - Mar 2023 - Present

Experience:

• Volunteer in Student Association (ASMI) - Nov 2017 - Jul 2019
• Junior Back-End Intern at Mindit.io - Jul 2019 - Sep 2019, Jul 2020 - Sep 2020
• Junior Machine Learning Researcher at Mindit.io - Oct 2019 - Mar 2020
• Junior Back-End and Machine Learning Developer at Mindit.io - Oct 2020 - Feb 2022

Publications:

1. Katharina Hämmerl, Andrei Alexandru Manea, Gianluca Vico, Jindřich Helcl, Jindřich Libovický (2024): CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval. In: Proceedings of the Fourth Workshop on Multilingual Representation Learning (MRL 2024), pp. 357-364, Association for Computational Linguistics, Kerrville, TX, USA, ISBN 979-8-89176-184-1 (url, bibtex)
2. Andrei Alexandru Manea (2022): Identification of plausible and incoherent instructions (masters thesis). In: (url, bibtex)

Teaching

• University of Bucharest
  • Faculty of Mathematics and Computer Science
    • Formal Languages: Summer (2021, 2022)
    • Introduction to Machine Learning: Summer 2021
    • Introduction to NLP: Summer, Winter 2022
  • Faculty of Psychology and Educational Science:
    • Introduction to Machine Learning: Winter 2021

Selected Bibliography

• Google Scholar
• ORCID: 0009-0007-7277-3087
• Scopus ID: 57866673200
• Researcher ID: HPD-9803-2023