Sara Papi

PhD student

    Publications

    1. Cettolo, Mauro; Piergentili, Andrea; Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      MAGNET - MAchines GeNErating Translations: A CALAMITA Challenge,
      in «»,
      Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. -
    2. Papi, Sara; Gaido, Marco; Pilzer, Andrea; Negri, Matteo,
      When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 3657-
      3672
    3. Ahmad, Ibrahim Said; Anastasopoulos, Antonios; Bojar, Ondřej; Borg, Claudia; Carpuat, Marine; Cattoni, Roldano; Cettolo, Mauro; Chen, William; Dong, Qianqian; Federico, Marcello; Haddow, Barry; Javorský, Dávid; Krubiński, Mateusz; Kim Lam, Tsz; Ma, Xutai; Mathur, Prashant; Matusov, Evgeny; Maurya, Chandresh; Mccrae, John; Murray, Kenton; Nakamura, Satoshi; Negri, Matteo; Niehues, Jan; Niu, Xing; Ojha, Atul Kr.; Ortega, John; Papi, Sara; Polák, Peter; Pospíšil, Adam; Pecina, Pavel; Salesky, Elizabeth; Sethiya, Nivedita; Sarkar, Balaram; Shi, Jiatong; Sikasote, Claytone; Sperber, Matthias; Stüker, Sebastian; Sudoh, Katsuhito; Thompson, Brian; Waibel, Alex; Watanabe, Shinji; Wilken, Patrick; Zemánek, Petr; Zevallos, Rodolfo,
      FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN,
      in «»,
      Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 1-
      11
    4. Savoldi, Beatrice; Papi, Sara; Negri, Matteo; Guerberof-Arenas, Ana; Bentivogli, Luisa,
      What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study,
      in «»,
      Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,
      ,
      vol. ,
      n. ,
      2024
      , pp. 18048-
      18076
    5. Gaido, Marco; Papi, Sara; Bentivogli, Luisa; Brutti, Alessio; Cettolo, Mauro; Gretter, Roberto; Matassoni, Marco; Nabih, Mohamed; Negri, Matteo,
      MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages,
      in «»,
      Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,
      ,
      vol. ,
      n. ,
      2024
      , pp. 13934-
      13947
    6. Gaido, Marco; Papi, Sara; Negri, Matteo; Bentivogli, Luisa,
      Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 14760-
      14778
    7. Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 3692-
      3707
    8. Gaido, Marco; Papi, Sara; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
      SBAAM! Eliminating Transcript Dependency in Automatic Subtitling,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 3673-
      3691
    9. Gaido, Marco; Papi, Sara; Cettolo, Mauro; Cattoni, Roldano; Piergentili, Andrea; Negri, Matteo; Bentivogli, Luisa,
      Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track,
      in «»,
      Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 86-
      96
    10. Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation,
      in «»,
      Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 72-
      79
    11. Papi, Sara; Wang, Peidong; Chen, Junkun; Xue, Jian; Kanda, Naoyuki; Li, Jinyu; Gaur, Yashesh,
      Leveraging Timestamp Information for Serialized Joint Streaming Recognition and Translation,
      in «»,
      Proceedings of ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
      IEEE,
      vol. ,
      n. ,
      2024
      , pp. -
    12. Gaido, Marco; Papi, Sara; Negri, Matteo; Bentivogli, Luisa,
      How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena,
      in «»,
      Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 8184-
      8191
    13. Papi, Sara; Gaido, Marco; Karakanta, Alina; Cettolo, Mauro; Negri, Matteo; Turchi, Marco,
      Direct Speech Translation for Automatic Subtitling,
      in «TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS»,
      vol. 11,
      2023
      , pp. 1355-
      1376
    14. Papi, Sara; Wang, Peidon; Chen, Junku; Xue, Jian; Li, Jinyu; Gaur, Yashesh,
      Token-Level Serialized Output Training for Joint Streaming ASR and ST Leveraging Textual Alignments,
      Proceedings of 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU),
      2023
    15. 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
    16. Papi, Sara; Turchi, Marco; Negri, Matteo,
      AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation,
      INTERSPEECH 2023,
      2023
      , pp. 3974-
      3978
    17. Papi, Sara; Gaido, Marco; Negri, Matteo,
      Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023,
      Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023),
      2023
      , pp. 159-
      168
    18. Papi, Sara; Negri, Matteo; Turchi, Marco,
      Attention as a Guide for Simultaneous Speech Translation,
      Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      2023
      , pp. 13340-
      13356
    19. Gaido, Marco; Papi, Sara; Negri, Matteo; Turchi, Marco,
      Joint Speech Translation and Named Entity Recognition,
      INTERSPEECH 2023,
      2023
      , pp. 47-
      51
    20. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Does Simultaneous Speech Translation need Simultaneous Models?,
      Findings of the Association for Computational Linguistics: EMNLP 2022,
      2022
      , pp. 141-
      153
    21. Papi, Sara; Karakanta, Alina; Negri, Matteo; Turchi, Marco,
      Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora,
      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 (Volume 2: Short Papers),
      Association for Computational Linguistics,
      2022
      , pp. 480-
      487
    22. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation,
      Proceedings of the Third Workshop on Automatic Simultaneous Translation,
      Association for Computational Linguistics,
      2022
      , pp. 12-
      17
    23. 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
    24. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Dealing with training and test segmentation mismatch: FBK@IWSLT 2021,
      Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021),
      2021
      , pp. 84-
      91
    25. Karakanta, A.; Papi, S.; Negri, M.; Turchi, M.,
      Simultaneous speech translation for live subtitling: From delay to display,
      Proceedings of MT Summit 2021,
      2021
    26. Papi, S.; Negri, M.; Turchi, M.,
      Visualization: The missing factor in simultaneous speech translation,
      Proceedings of the Eighth Italian Conference on Computational Linguistics,
      vol. 3033,
      2021
    27. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Speechformer: Reducing Information Loss in Direct Speech Translation,
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
      2021
      , pp. 1698-
      1706
    28. Papi, Sara; Trentin, Edmondo; Gretter, Roberto; Matassoni, Marco; Falavigna, Daniele,
      Mixtures of Deep Neural Experts for Automated Speech Scoring,
      Proceedings of Interspeech 2020,
      2020
      , pp. 3845-
      3849

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    #MachineTranslation Research Unit @FBK_research. #nlproc #deeplearning #ai

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    Avatar Sara Papi @sarapapi ·
    30 May

    🚀 New tech report out! Meet FAMA, our open-science speech foundation model family for both ASR and ST in 🇬🇧 English and 🇮🇹 Italian.

    The models are live and ready to try on @huggingface 👇
    🔗

    #ASR #ST #OpenScience #MultilingualAI

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    Avatar Marco Gaido @mgaido91 ·
    26 May

    🚀 New shared task at #WMT2025 (co-located with @emnlpmeeting ): Model Compression for Machine Translation!
    Can you shrink an LLM and keep translation quality high?🔧
    Submit by July 3 and push the limits of efficient NLP!
    👉 https://www2.statmt.org/wmt25/model-compression.html #NLP #ML #LLM #ModelCompression

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    Avatar Dennis Fucci @dennisfucci ·
    19 May

    More great news! 🎉
    Our paper “Echoes of Phonetics: Unveiling Relevant Acoustic Cues for ASR via Feature Attribution” was accepted at #Interspeech2025!

    Interested in interpretability for speech models? Preprint coming soon!

    ✍🏼 @mgaido91, @negri_teo, M.Cettolo, @luisabentivogli

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