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Teaching Staff

Biography

Yuriy Perezhohin is a PhD student in Information Management (NOVA IMS). During his Master's thesis in Data Science, has developed a conversational interface for database exploration for people without technical knowledge (SQL) in partnership with the company "Orbitas". Provides consultancy services in the areas of Machine Learning, NLP and Deep Learning. His interests focus mainly on investigating and developing intelligent and cognitive interfaces to elevate the human being.

Scientific Publications

Jannuzzi, M., Perezhohin, Y., Peres, F. A. J., Castelli, M., & Popovic, A. (2024)

Zero-Shot Prompting Strategies for Table Question Answering with a Low-Resource Language. Emerging Science Journal, 8(5), 2003-2022. https://doi.org/10.28991/ESJ-2024-08-05-020

Leon, M., Perezhohin, Y., Peres, F., Popovic, A., & Castelli, M. (2024)

Comparing SMILES and SELFIES Tokenization for Enhanced Chemical Language Modeling. Scientific Reports, 14, Article 25016. https://doi.org/10.1038/s41598-024-76440-8

Perezhohin, Y., Peres, F., & Castelli, M. (2024)

Combining computational linguistics with sentence embedding to create a zero-shot NLIDB. Array, 24, 1-11. Article 100368. Advance online publication. https://doi.org/10.1016/j.array.2024.100368

Perezhohin, Y., Santos, T., Costa, V., Peres, F., & Castelli, M. (2024)

Enhancing Automatic Speech Recognition: Effects of Semantic Audio Filtering on Models Performance. IEEE Access, 12, 155136 - 155150. https://doi.org/10.1109/ACCESS.2024.3482970