Dennis Fucci

Dennis Fucci is a PhD student in Information Engineering and Computer Science at the University of Trento, affiliated with Fondazione Bruno Kessler.

He holds a master's degree in Humanities from the University of Bologna, specializing in Computational Linguistics.

Speech Translation, Automatic Speech Recognition, Machine Translation, Gender Bias, eXplainable AI

1. Piergentili, Andrea; Fucci, Dennis; Savoldi, Beatrice; Bentivogli, Luisa; Negri, Matteo,
   Gender Neutralization for an Inclusive Machine Translation: from Theoretical Foundations to Open Challenges,
   Proceedings of the First Workshop on Gender-Inclusive Translation Technologies (GITT 2023),
   European Association for Machine Translation,
   2023
   , pp. 71-
   83
2. Gaido, Marco; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,
   How To Build Competitive Multi-gender Speech Translation Models For Controlling Speaker Gender Translation,
   in «»,
   Proceedings of the 9th Italian Conference on Computational Linguistics,
   ,
   vol. ,
   n. ,
   2023
   , pp. -
3. Fucci, Dennis; Gaido, Marco; Papi, Sara; Cettolo, Mauro; Negri, Matteo; Bentivogli, Luisa,
   Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection,
   in «»,
   Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
   ,
   vol. ,
   n. ,
   2023
   , pp. 11505-
   11517
4. Fucci, Dennis; Gaido, Marco; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
   No Pitch Left Behind: Addressing Gender Unbalance In Automatic Speech Recognition Through Pitch Manipulation,
   in «»,
   Proceedings of 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU),
   ,
   vol. ,
   n. ,
   2023
   , pp. -
   8
5. Piergentili, Andrea; Savoldi, Beatrice; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,
   Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the {G}e{NTE} Corpus,
   Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
   Association for Computational Linguistics,
   2023
   , pp. 14124-
   14140
6. Gaido, Marco; Papi, Sara; Fucci, Dennis; Fiameni, Giuseppe; Negri, Matteo; Turchi, Marco,
   Efficient yet Competitive Speech Translation: FBK@IWSLT2022,
   in «»,
   Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022),
   Association for Computational Linguistics,
   vol. ,
   n. ,
   2022
   , pp. 177-
   189