Sara Papi

According to our database, Sara Papi authored at least 37 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks.

Sara Papi, Maike Züfle, Marco Gaido, Beatrice Savoldi, Danni Liu, Ioannis Douros, Luisa Bentivogli, Jan Niehues

CoRR, July, 2025

The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence.

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri

CoRR, May, 2025

FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian.

Sara Papi, Marco Gaido, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri

CoRR, May, 2025

Granary: Speech Recognition and Translation Dataset in 25 European Languages.

Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg

CoRR, May, 2025

NUTSHELL: A Dataset for Abstract Generation from Scientific Talks.

Maike Züfle, Sara Papi, Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Jan Niehues

CoRR, February, 2025

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?

Sara Papi, Peter Polák, Dominik Machácek, Ondrej Bojar

Trans. Assoc. Comput. Linguistics, 2025

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison.

Tsz Kin Lam, Marco Gaido, Sara Papi, Luisa Bentivogli, Barry Haddow

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Findings of the IWSLT 2024 Evaluation Campaign.

Ibrahim Said Ahmad, Antonios Anastasopoulos, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, William Chen, Qianqian Dong, Marcello Federico, Barry Haddow, Dávid Javorský, Mateusz Krubinski, Tsz Kin Lam, Xutai Ma, Prashant Mathur, Evgeny Matusov, Chandresh Maurya, John P. McCrae, Kenton Murray, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, Atul Kr. Ojha, John E. Ortega, Sara Papi, Peter Polák, Adam Pospísil, Pavel Pecina, Elizabeth Salesky, Nivedita Sethiya, Balaram Sarkar, Jiatong Shi, Claytone Sikasote, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Brian Thompson, Marco Turchi, Alex Waibel, Shinji Watanabe, Patrick Wilken, Petr Zemánek, Rodolfo Zevallos

CoRR, 2024

MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages.

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri

CoRR, 2024

How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not.

Francesco Verdini, Pierfrancesco Melucci, Stefano Perna, Francesco Cariaggi, Marco Gaido, Sara Papi, Szymon Mazurek, Marek Kasztelnik, Luisa Bentivogli, Sébastien Bratières, Paolo Merialdo, Simone Scardapane

CoRR, 2024

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation.

Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

CoRR, 2024

Leveraging Timestamp Information for Serialized Joint Streaming Recognition and Translation.

Sara Papi, Peidong Wang, Jun-Kun Chen, Jian Xue, Naoyuki Kanda, Jinyu Li, Yashesh Gaur

Proceedings of the IEEE International Conference on Acoustics, 2024

What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study.

Beatrice Savoldi, Sara Papi, Matteo Negri, Ana Guerberof Arenas, Luisa Bentivogli

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MOSEL: 950, 000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages.

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena.

Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge.

Mauro Cettolo, Andrea Piergentili, Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP.

Sara Papi, Marco Gaido, Andrea Pilzer, Matteo Negri

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection.

Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

SBAAM! Eliminating Transcript Dependency in Automatic Subtitling.

Marco Gaido, Sara Papi, Matteo Negri, Mauro Cettolo, Luisa Bentivogli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?

Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Direct Speech Translation for Automatic Subtitling.

Sara Papi, Marco Gaido, Alina Karakanta, Mauro Cettolo, Matteo Negri, Marco Turchi

Trans. Assoc. Comput. Linguistics, 2023

Reproducibility is Nothing without Correctness: The Importance of Testing Code in NLP.

Sara Papi, Marco Gaido, Andrea Pilzer, Matteo Negri

CoRR, 2023

Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023.

Sara Papi, Marco Gaido, Matteo Negri

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation.

Sara Papi, Marco Turchi, Matteo Negri

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Joint Speech Translation and Named Entity Recognition.

Marco Gaido, Sara Papi, Matteo Negri, Marco Turchi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Integrating Language Models into Direct Speech Translation: An Inference-Time Solution to Control Gender Inflection.

Dennis Fucci, Marco Gaido, Sara Papi, Mauro Cettolo, Matteo Negri, Luisa Bentivogli

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Token-Level Serialized Output Training for Joint Streaming ASR and ST Leveraging Textual Alignments.

Sara Papi, Peidong Wang, Jun-Kun Chen, Jian Xue, Jinyu Li, Yashesh Gaur

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Attention as a Guide for Simultaneous Speech Translation.

Sara Papi, Matteo Negri, Marco Turchi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation.

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

CoRR, 2022

Efficient yet Competitive Speech Translation: FBK@IWSLT2022.

Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri, Marco Turchi

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora.

Sara Papi, Alina Karakanta, Matteo Negri, Marco Turchi

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Does Simultaneous Speech Translation need Simultaneous Models?

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Simultaneous Speech Translation for Live Subtitling: from Delay to Display.

Alina Karakanta, Sara Papi, Matteo Negri, Marco Turchi

Proceedings of the 1st Workshop on Automatic Spoken Language Translation in Real-World Settings, 2021

Dealing with training and test segmentation mismatch: FBK@IWSLT2021.

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Speechformer: Reducing Information Loss in Direct Speech Translation.

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Visualization: The Missing Factor in Simultaneous Speech Translation.

Sara Papi, Matteo Negri, Marco Turchi

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

2020

Mixtures of Deep Neural Experts for Automated Speech Scoring.

Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020