Luisa Bentivogli

Head of Unit

    Short bio

    Luisa Bentivogli heads the Machine Translation Group at Fondazione Bruno Kessler (FBK). From 2008 to 2013 she was assigned to the Centre for the Evaluation of Language and Communication Technologies (CELCT), first as Research Manager with the role of coordinating the activities of the centre (2008-2012), then as Director of the centre (2012-2013).

    Her research interests include the evaluation and analysis of Machine Translation (MT) and Speech Translation (ST) systems, creation and annotation of multilingual resources, translation technologies for translators, crowdsourcing for natural language processing, and computational lexicography in a multilingual environment. Her current focus is on creating multilingual resources for speech translation (ST) and on assessing and mitigating gender bias in MT and ST, for which she recently won an Amazon Research Award.

    Over the years, she has been involved in several EU-funded projects, including EuroSub (2021-2022), MateDUB++ (2021), MateDUB (2020), CEF Data Marketplace (2019-2021), EnetCollect (2017-2021), ModernMT (2015-2017), CRACKER (2015-2017), MosesCore (2012-2015), Excitement (2012-2014), EU-Bridge (2012-2014), MateCat (2011-2014), FlareNet (2008-2011), MEANING (2002-2005), in projects funded by the Autonomous Province of Trento, including LiveMemories (2008-2011), OntoText (2004-2007), WebFaq (2001-2004), and in job orders from private companies and public institutions (ongoing SmarTerp, TINIA).

    She co-authored more than 90 scientific publications and serves as reviewer for journals, conferences and workshops. She regularly supervises internship, master, and PhD students. She has been involved in the organization of different tasks in several evaluation campaigns (e.g. IWSLT, RTE, SemEval, EVALITA) and other international events aimed at both the scientific community and translators (MT Marathon 2014, School of Advanced Technologies for Translators – SATT – 2016, 2017, 2018, 2019).

    Publications

    1. Lam, Tsz Kin; Gaido, Marco; Papi, Sara; Bentivogli, Luisa; Haddow, Barry,
      in «»,
      Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2025
      , pp. 2994-
      3006
    2. Verdini, Francesco; Melucci, Pierfrancesco; Perna, Stefano; Cariaggi, Francesco; Gaido, Marco; Papi, Sara; Mazurek, Szymon; Kasztelnik, Marek; Bentivogli, Luisa; Bratières, Sebastien; Merialdo, Paolo; Scardapane, Simone,
      in «»,
      Proc. Interspeech 2025,
      ,
      vol. ,
      n. ,
      2025
      , pp. 1813-
      1817
    3. Piergentili, Andrea; Savoldi, Beatrice; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025),
      ,
      vol. ,
      n. ,
      2025
      , pp. -
    4. Papi, Sara; Gaido, Marco; Bentivogli, Luisa; Brutti, Alessio; Cettolo, Mauro; Gretter, Roberto; Matassoni, Marco; Nabih, Mohamed; Negri, Matteo,
      in «»,
      Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025),
      ,
      vol. ,
      n. ,
      2025
      , pp. -
    5. Savoldi, Beatrice; Bastings, Jasmijn; Bentivogli, Luisa; Vanmassenhove, Eva,
      in «PATTERNS»,
      ,
      ,
      vol. 6,
      n. 6,
      2025
      , pp. -
    6. Gaido, Marco; Papi, Sara; Bentivogli, Luisa; Brutti, Alessio; Cettolo, Mauro; Gretter, Roberto; Matassoni, Marco; Nabih, Mohamed; Negri, Matteo,
      in «»,
      Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025),
      ,
      vol. ,
      n. ,
      2025
      , pp. 47-
      55
    7. Abdulmumin, Idris; Agostinelli, Victor; Alumäe, Tanel; Anastasopoulos, Antonios; Bentivogli, Luisa; Bojar, Ondřej; Borg, Claudia; Bougares, Fethi; Cattoni, Roldano; Cettolo, Mauro; Chen, Lizhong; Chen, William; Dabre, Raj; Estève, Yannick; Federico, Marcello; Fishel, Mark; Gaido, Marco; Javorský, Dávid; Kasztelnik, Marek; Kponou, Fortuné; Krubiński, Mateusz; Kin Lam, Tsz; Liu, Danni; Matusov, Evgeny; Kumar Maurya, Chandresh; P. Mccrae, John; Mdhaffar, Salima; Moslem, Yasmin; Murray, Kenton; Nakamura, Satoshi; Negri, Matteo; Niehues, Jan; Kr. Ojha, Atul; Ortega, John E.; Papi, Sara; Pecina, Pavel; Polák, Peter; Połeć, Piotr; Sankar, Ashwin; Savoldi, Beatrice; Sethiya, Nivedita; Sikasote, Claytone; Sperber, Matthias; Stüker, Sebastian; Sudoh, Katsuhito; Thompson, Brian; Turchi, Marco; Waibel, Alex; Wilken, Patrick; Zevallos, Rodolfo; Zouhar, Vilém; Züfle, Maike,
      in «»,
      Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025),
      ,
      vol. ,
      n. ,
      2025
      , pp. 412-
      481
    8. Fucci, Dennis; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa; Martins, Andre; Attanasio, Giuseppe,
      in «»,
      Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers),
      ,
      vol. ,
      n. ,
      2025
      , pp. 1005-
      1019
    9. Piergentili, Andrea; Savoldi, Beatrice; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 3rd Workshop on Gender-Inclusive Translation Technologies (GITT 2025),
      European Association for Machine Translation,
      vol. I,
      n. ,
      2025
      , pp. 46-
      63
    10. Züfle, Maike; Papi, Sara; Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Niehues, Jan,
      in «»,
      Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025),
      ,
      vol. ,
      n. ,
      2025
      , pp. 19-
      32
    11. Fucci, Dennis; Gaido, Marco; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
      in «»,
      Proceedings of Interspeech 2025,
      ,
      vol. ,
      n. ,
      2025
      , pp. 206-
      210
    12. Savoldi, Beatrice; Ramponi, Alan; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing,
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2025
      , pp. 13887-
      13900
    13. Conti, Lina; Fucci, Dennis; Gaido, Marco; Negri, Matteo; Wisniewski, Guillaume; Bentivogli, Luisa,
      in «»,
      Proceedings of the 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP,
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2025
      , pp. 398-
      414
    14. Savoldi, Beatrice; Attanasio, Giuseppe; Cupin, Eleonora; Gkovedarou, Eleni; Hackenbuchner, Jani(c(c))a; Lauscher, Anne; Negri, Matteo; Piergentili, Andrea; Thind, Manjinder; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing,
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2025
      , pp. 13709-
      13731
    15. Hackenbuchner, Janiça; Bentivogli, Luisa; Daems, Joke; Manna, Chiara; Savoldi, Beatrice; Vanmassenhove, Eva,
      in «»,
      Proceedings of the 3rd Workshop on Gender-Inclusive Translation Technologies (GITT 2025),
      European Association for Machine Translation,
      vol. ,
      n. ,
      2025
      , pp. -
    16. Savoldi, Beatrice; Piergentili, Andrea; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2024
      , pp. 256-
      267
    17. Gaido, Marco; Papi, Sara; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 8184-
      8191
    18. Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 72-
      79
    19. Gaido, Marco; Papi, Sara; Cettolo, Mauro; Cattoni, Roldano; Piergentili, Andrea; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. 86-
      96
    20. Gaido, Marco; Papi, Sara; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 3673-
      3691
    21. Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 3692-
      3707
    22. Gaido, Marco; Papi, Sara; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      ,
      vol. ,
      n. ,
      2024
      , pp. 14760-
      14778
    23. Gaido, Marco; Papi, Sara; Bentivogli, Luisa; Brutti, Alessio; Cettolo, Mauro; Gretter, Roberto; Matassoni, Marco; Nabih, Mohamed; Negri, Matteo,
      in «»,
      Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,
      ,
      vol. ,
      n. ,
      2024
      , pp. 13934-
      13947
    24. Savoldi, Beatrice; Papi, Sara; Negri, Matteo; Guerberof-Arenas, Ana; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,
      ,
      vol. ,
      n. ,
      2024
      , pp. 18048-
      18076
    25. Karakanta, Alina; Cettolo, Mauro; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),
      ELRA Language Resource Association,
      vol. ,
      n. ,
      2024
      , pp. 6363-
      6369
    26. Cettolo, Mauro; Piergentili, Andrea; Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. -
    27. Fucci, Dennis; Savoldi, Beatrice; Gaido, Marco; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
      in «»,
      Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. -
    28. Savoldi, Beatrice; Hackenbuchner, Janica; Bentivogli, Luisa; Daems, Joke; Vanmassenhove, Eva; Bastings, Jasmijn,
      in «»,
      Proceedings of the Second Workshop on Gender-Inclusive Translation Technologies,
      European Association for Machine Translation (EAMT),
      vol. ,
      n. ,
      2024
      , pp. -
    29. Piergentili, Andrea; Savoldi, Beatrice; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1),
      European Association for Machine Translation (EAMT),
      vol. ,
      n. ,
      2024
      , pp. 300-
      314
    30. Savoldi, Beatrice; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2024
      , pp. 65-
      71
    31. Frenda, Simona; Piergentili, Andrea; Savoldi, Beatrice; Madeddu, Marco; Rosola, Martina; Casola, Silvia; Ferrando, Chiara; Patti, Viviana; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024),
      ,
      vol. ,
      n. ,
      2024
      , pp. -
    32. Piergentili, Andrea; Fucci, Dennis; Savoldi, Beatrice; Bentivogli, Luisa; Negri, Matteo,
      Proceedings of the First Workshop on Gender-Inclusive Translation Technologies (GITT 2023),
      European Association for Machine Translation,
      2023
      , pp. 71-
      83
    33. Agarwal, Milind; Agrawal, Sweta; Anastasopoulos, Antonios; Bentivogli, Luisa; Bojar, Ondřej; Borg, Claudia; Carpuat, Marine; Cattoni, Roldano; Cettolo, Mauro; Chen, Mingda; Chen, William; Choukri, Khalid; Chronopoulou, Alexandra; Currey, Anna; Declerck, Thierry; Dong, Qianqian; Duh, Kevin; Estève, Yannick; Federico, Marcello; Gahbiche, Souhir; Haddow, Barry; Hsu, Benjamin; Mon Htut, Phu; Inaguma, Hirofumi; Javorský, Dávid; Judge, John; Kano, Yasumasa; Ko, Tom; Kumar, Rishu; Li, Pengwei; Ma, Xutai; Mathur, Prashant; Matusov, Evgeny; Mcnamee, Paul; Mccrae, John P.; Murray, Kenton; Nadejde, Maria; Nakamura, Satoshi; Negri, Matteo; Nguyen, Ha; Niehues, Jan; Niu, Xing; Ojha, Atul Kr.; Ortega, John E.; Pal, Proyag; Pino, Juan; van der Plas, Lonneke; Polák, Peter; Rippeth, Elijah; Salesky, Elizabeth; Shi, Jiatong; Sperber, Matthias; Stüker, Sebastian; Sudoh, Katsuhito; Tang, Yun; Thompson, Brian; Tran, Kevin; Turchi, Marco; Waibel, Alex; Wang, Mingxuan; Watanabe, Shinji; Zevallos, Rodolfo,
      Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023),
      Association for Computational Linguistics,
      2023
      , pp. 1-
      61
    34. Vanmassenhove, Eva; Savoldi, Beatrice; Bentivogli, Luisa; Daems, Joke; Hackenbuckner, Janica,
      Proceedings of the First Workshop on Gender-Inclusive Translation Technologies,
      European Association for Machine Translation,
      2023
    35. Gaido, Marco; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 9th Italian Conference on Computational Linguistics,
      ,
      vol. ,
      n. ,
      2023
      , pp. -
    36. Fucci, Dennis; Gaido, Marco; Papi, Sara; Cettolo, Mauro; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
      ,
      vol. ,
      n. ,
      2023
      , pp. 11505-
      11517
    37. Savoldi, Beatrice; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      Proceedings of the Eighth Conference on Machine Translation,
      2023
      , pp. 252-
      262
    38. Fucci, Dennis; Gaido, Marco; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
      in «»,
      Proceedings of 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU),
      ,
      vol. ,
      n. ,
      2023
      , pp. -
      8
    39. Piergentili, Andrea; Savoldi, Beatrice; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,
      Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
      Association for Computational Linguistics,
      2023
      , pp. 14124-
      14140
    40. Piazzolla, Silvia Alma; Savoldi, Beatrice; Bentivogli, Luisa,
      in «HERMES»,
      n. 63,
      2023
    41. Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «»,
      Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2022
      , pp. 1807-
      1824
    42. Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «»,
      Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2022
      , pp. 94-
      111
    43. Karakanta, Alina; Bentivogli, Luisa; Cettolo, Mauro; Negri, Matteo; Turchi, Marco,
      Proceedings of the 23rd Annual Conference of the European Association for Machine Translation,
      European Association for Machine Translation,
      2022
      , pp. 259-
      268
    44. Bentivogli, Luisa; Cettolo, Mauro; Gaido, Marco; Karakanta, Alina; Negri, Matteo; Turchi, Marco,
      Proceedings of the 23rd Annual Conference of the European Association for Machine Translation,
      European Association for Machine Translation,
      2022
      , pp. 359-
      360
    45. Karakanta, Alina; Bentivogli, Luisa; Cettolo, Mauro; Negri, Matteo; Turchi, Marco,
      Proceedings of the 23rd Annual Conference of the European Association for Machine Translation,
      European Association for Machine Translation,
      2022
      , pp. 333-
      334
    46. Anastasopoulos, Antonios; Barrault, Loc; Bentivogli, Luisa; Zanon Boito, Marcely; Bojar, Ondřej; Cattoni, Roldano; Currey, Anna; Dinu, Georgiana; Duh, Kevin; Elbayad, Maha; Emmanuel, Clara; Estève, Yannick; Federico, Marcello; Federmann, Christian; Gahbiche, Souhir; Gong, Hongyu; Grundkiewicz, Roman; Haddow, Barry; Hsu, Benjamin; Javorský, Dávid; Kloudová, Vĕra; Lakew, Surafel Melaku; Ma, Xutai; Mathur, Prashant; Mcnamee, Paul; Murray, Kenton; Nǎdejde, Maria; Nakamura, Satoshi; Negri, Matteo; Niehues, Jan; Niu, Xing; John, Ortega; Pino, Juan; Salesky, Elizabeth; Shi, Jiatong; Sperber, Matthias; Stüker, Sebastian; Sudoh, Katsuhito; Turchi, Marco; Virkar, Yogesh; Waibel, Alexander; Wang, Changhan; Watanabe, Shinji,
      Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022),
      Association for Computational Linguistics,
      2022
      , pp. 98-
      157
    47. Gaido, Marco; Savoldi, Beatrice; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «»,
      Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021,
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2021
      , pp. 3576-
      3589
    48. Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Negri, Marco; Turchi, Marco,
      in «TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS»,
      ,
      ,
      vol. 9,
      n. ,
      2021
      , pp. 845-
      874
    49. Cattoni, Roldano; Di Gangi, Mattia Antonino; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «COMPUTER SPEECH AND LANGUAGE»,
      vol. 66,
      2021
    50. Bentivogli, Luisa; Cettolo, Mauro; Gaido, Marco; Karakanta, Alina; Martinelli, Alberto; Negri, Matteo; Turchi, Marco,
      Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers),
      Association for Computational Linguistics,
      2021
      , pp. 2873-
      2887
    51. Gaido, Marco; Rodríguez, Susana; Negri, Matteo; Bentivogli, Luisa; Turchi, Marco,
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
      Association for Computational Linguistics,
      2021
      , pp. 1707-
      1716
    52. Savoldi, Beatrice; Bentivogli, Luisa,
      Gender bias and Machine Translation: On first looking into parallel corpora,
      Using Corpora in Contrastive and Translation Studies,
      2021
    53. Gaido, Marco; Savoldi, Beatrice; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      Proceedings of the 28th International Conference on Computational Linguistics,
      2020
      , pp. 3951-
      3964
    54. Kamran, Amir; Dzeguze, Dace; van der Meer, Jaap; Panic, Milica; Cattelan, Alessandro; Patrioli, Daniele; Bentivogli, Luisa; Turchi, Marco,
      Proceedings of the 22nd Annual Conference of the European Association for Machine Translation,
      European Association for Machine Translation,
      2020
      , pp. 459-
      460
    55. Bentivogli, Luisa; Savoldi, Beatrice; Negri, Matteo; Di Gangi, Mattia Antonino; Cattoni, Roldano; Turchi, Marco,
      Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics,
      Association for Computational Linguistics,
      2020
      , pp. 6923-
      6933
    56. Di Gangi, Mattia A.; Cattoni, Roldano; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers),
      Association for Computational Linguistics,
      2019
      , pp. 2012-
      2017
    57. Tebbifakhr, A.; Bentivogli, L.; Negri, M.; Turchi, M.,
      Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing,
      2019
      , pp. 1368-
      1374
    58. Scansani, Randy; Bernardini, Silvia; Ferraresi, Adriano; Bentivogli, Luisa,
      Proceedings of Machine Translation Summit XVII Volume 2: Translator, Project and User Tracks,
      vol. 2,
      2019
      , pp. 73-
      79
    59. Scansani, Randy; Bentivogli, Luisa; Bernardini, Silvia; Ferraresi, Adriano,
      Proceedings of Machine Translation Summit XVII Volume 1: Research Track,
      vol. 1,
      2019
      , pp. 78-
      86
    60. Bentivogli, Luisa; Bisazza, Arianna; Cettolo, Mauro; Federico, Marcello,
      in «COMPUTER SPEECH AND LANGUAGE»,
      vol. 49,
      2018
      , pp. 52-
      70
    61. Bentivogli, Luisa; Cettolo, Mauro; Federico, Marcello; Federmann, Christian,
      Proceedings of the 15th International Workshop on Spoken Language Translation (IWSLT 2018),
      2018
      , pp. 62-
      69
    62. Nicolas, Lionel; Lyding, Verena; Bentivogli, Luisa; Sangati, Federico; Monti, Johanna; Russo, Irene; Gretter, Roberto; Falavigna, Giuseppe Daniele,
      Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018),
      CEUR Workshop Proceedings,
      vol. 2253,
      2018
    63. Cettolo, Mauro; Federico, Marcello; Bentivogli, Luisa; Niehues, Jan; Stüker, Sebastian; Sudoh, Katsuitho; Yoshino, Koichiro; Federmann, Christian,
      Proceedings of the 14th International Workshop on Spoken Language Translation,
      2017
      , pp. 2-
      14
    64. Bentivogli, Luisa; Dagan, Ido Kalman; Magnini, Bernardo,
      The Recognizing Textual Entailment Challenges: Datasets and Methodologies,
      Handbook of Linguistic Annotation,
      Springer,
      2017
      , pp. 1119-
      1147
    65. Scansani, Randy; Federico, Marcello; Bentivogli, Luisa,
      Proceedings of the Forth Italian Conference on Computational Linguistics (CLiC-it 2017),
      2017
    66. Bentivogli, Luisa; Bernardi, Raffaella; Marelli, Marco; Menini, Stefano; Baroni, Marco; Zamparelli, Roberto,
      in «LANGUAGE RESOURCES AND EVALUATION»,
      vol. 50,
      n. 1,
      2016
      , pp. 95-
      124
    67. Bentivogli, Luisa; Bertoldi, Nicola; Cettolo, Mauro; Federico, Marcello; Negri, Matteo; Turchi, Marco,
      in «IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING»,
      vol. 24,
      n. 2,
      2016
      , pp. 388-
      399
    68. Bentivogli, Luisa; Cettolo, Mauro; Farajian, Mohammad; Federico, Marcello,
      Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016),
      European Language Resources Association (ELRA),
      2016
      , pp. 3535-
      3542
    69. Bentivogli, Luisa; Bisazza, Arianna; Cettolo, Mauro; Federico, Marcello,
      Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP),
      Association for Computational Linguistics (ACL),
      2016
    70. Germann, U.; Barbu, Eduard; Bentivogli, Luisa; Bertoldi, Nicola; Bogoychev, N.; Buck, Christian; Caroselli, D.; Carvalho, L.; Cattelan, A.; Cattoni, Roldano; Cettolo, Mauro; Federico, Marcello; Haddow, B.; Madl, D.; Mastrostefano, L.; Mathur, Prashant; Ruopp, A.; Samiotou, A.; Sudharshan, V.; Trombetti, M.; van der Meer, J.,
      in «BALTIC JOURNAL OF MODERN COMPUTING»,
      vol. 4,
      n. 2,
      2016
      , pp. 397-
      397
    71. Barbu, Eduard; Escartín, Carla Parra; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco; Federico, Marcello; Mastrostefano, Luca; Orasan, Constantin,
      Proceedings of the LREC 2016 2nd Workshop on Natural Language Processing for Translation Memories (NLP4TM 2016),
      2016
      , pp. 1-
      5
    72. Bentivogli, Luisa; Federico, Marcello; Stüker, Sebastian; Cettolo, Mauro; Niehues, Jan,
      Proceedings of the LREC 2016 Workshop on Translation Evaluation: From Fragmented Tools and Data Sets to an Integrated Ecosystem,
      2016
      , pp. 14-
      19
    73. Sprugnoli, Rachele; Moretti, Giovanni; Bentivogli, Luisa; Giuliani, Diego,
      Creating a ground truth multilingual dataset of news and talk show transcriptions through crowdsourcing,
      in «LANGUAGE RESOURCES AND EVALUATION»,
      2016
    74. Barbu, Eduard; Parra Escartin, Carla; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco; Orasan, Constantin; Federico, Marcello,
      in «MACHINE TRANSLATION»,
      vol. 30,
      n. 3,
      2016
      , pp. 145-
      166
    75. Cettolo, Mauro; Niehues, Jan; Stüker, Sebastian; Bentivogli, Luisa; Cattoni, Roldano; Federico, Marcello,
      Proceedings of the International Workshop on Spoken Language Translation,
      2016
    76. Kotlerman, Lili; Dagan, Ido; Magnini, Bernardo; Bentivogli, Luisa,
      in «NATURAL LANGUAGE ENGINEERING»,
      vol. 21,
      n. 5,
      2015
      , pp. 699-
      724
    77. Cettolo, Mauro; Niehues, Jan; Stüker, Sebastian; Bentivogli, Luisa; Cattoni, Roldano; Federico, Marcello,
      Proceedings of IWSLT,
      2015
    78. Federico, Marcello; Negri, Matteo; Bentivogli, Luisa; Turchi, Marco,
      Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP),
      2014
      , pp. 1643-
      1653
    79. Marelli, M.; Bentivogli, Luisa; Baroni, M.; Bernardi, R.; Menini, Stefano; Zamparelli, R.,
      SemEval-2014 Task 1: Evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment,
      Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014),
      2014
    80. Marelli, M.; Menini, Stefano; Baroni, M.; Bentivogli, Luisa; Bernardi, R.; Zamparelli, R.,
      A SICK cure for the evaluation of compositional distributional semantic models,
      Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14),
      2014
    81. Cettolo, Mauro; Niehues, J.; Stüker, S.; Bentivogli, Luisa; Federico, Marcello,
      Proceedings of the International Workshop on Spoken Language Translation,
      Marcello Federico, Sebastian Stüker, François Yvon,
      2014
      , pp. 2-
      17
    82. Girardi, Christian; Bentivogli, Luisa; Farajian, Mohammad Amin; Federico, Marcello,
      Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics,
      2014
      , pp. 120-
      123
    83. Bentivogli, Luisa; Magnini, Bernardo,
      Proceedings of the First Italian Conference on Computational Linguistics CLiC-it 2014,
      2014
      , pp. 63-
      66
    84. Bentivogli, Luisa; Marchetti, A.; Pianta, Emanuele,
      The News People Search Task at EVALITA 2011: Evaluating Cross-Document Coreference Resolution of Named Person Entities in Italian News,
      Evaluation of Natural Language and Speech Tools for Italian - Proceedings of Evalita 2011,
      Springer-Verlag,
      2013
    85. Negri, Matteo; Marchetti, A.; Mehdad, Yashar; Bentivogli, Luisa; Giampiccolo, Danilo,
      Proceedings of the Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013).,
      2013
      , pp. 25-
      33
    86. Dzikovska, M.; Nielsen, R.; Brew, C.; Leacock, C.; Giampiccolo, Danilo; Bentivogli, Luisa; Clark, P.; Dagan, I.; Dang, H.,
      Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013),
      2013
    87. Sprugnoli, Rachele; Moretti, Giovanni; Fuoli, M.; Giuliani, Diego; Bentivogli, Luisa; Pianta, Emanuele; Gretter, Roberto; Brugnara, Fabio,
      Comparing two methods for crowdsourcing speech transcription,
      Proceedings of ICASSP 2013,
      The Institute of Electrical and Electronics Engineers,Incorporated,
      2013
      , pp. 8116-
      8120
    88. Cettolo, Mauro; J., Niehues; S., Stüker; Bentivogli, Luisa; Federico, Marcello,
      Proceedings of the 10th Workshop on Spoken Language Translation,
      2013
    89. Sprugnoli, Rachele; Moretti, Giovanni; Fuoli, M.; Bentivogli, Luisa; Pianta, Emanuele; Giuliani, Diego; Gretter, Roberto; Brugnara, Fabio,
      Uso del crowdsourcing per trascrizioni di alta qualità del linguaggio parlato: metodologie a confronto.,
      Multimodalità e Multilingualità. La sfida più avanzata della comunicazione orale,
      Bulzoni,
      2013
    90. Negri, Matteo; A., Marchetti; Mehdad, Yashar; Bentivogli, Luisa; Giampiccolo, Danilo,
      Proceedings of the First Joint Conference on Lexical and Computational Semantics (*SEM),,
      Association for Computational Linguistics (ACL),
      2012
      , pp. 399-
      407
    91. Negri, Matteo; Mehdad, Yashar; Giampiccolo, Danilo; A., Marchetti; Bentivogli, Luisa,
      Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12),
      European Language Resources Association (ELRA),
      2012
      , pp. 2659-
      2665
    92. Federico, Marcello; S., Stüker; Bentivogli, Luisa; M., Paul; Cettolo, Mauro; T., Herrmann; J., Niehues; G., Moretti,
      Proceedings of the International Conference on Language Resources and Evaluation (LREC),
      2012
      , pp. 3543-
      3550
    93. M., Paul; E., Sumita; Bentivogli, Luisa; Federico, Marcello,
      Crowd-based MT Evaluation for non-English Target Languages,
      2012
      , pp. 229-
      236
    94. Bentivogli, Luisa; A., Marchetti; Pianta, Emanuele,
      2012
    95. Federico, Marcello; Cettolo, Mauro; Bentivogli, Luisa; Michael, Paul; Sebastian, Stüker,
      Proceedings of the International Workshop on Spoken Language Translation (IWSLT),
      2012
      , pp. 12-
      33
    96. Negri, Matteo; Bentivogli, Luisa; Mehdad, Yashar; Giampiccolo, Danilo; Marchetti, Alessandro,
      Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing,
      2011
      , pp. 670-
      679
    97. Bentivogli, Luisa; Federico, Marcello; Moretti, Giovanni; M., Paul,
      Getting Expert Quality from the Crowd for Machine Translation Evaluation,
      2011
    98. Bentivogli, Luisa; P., Clark; I., Dagan; H., Dang; D., Giampiccolo,
      The Seventh PASCAL Recognizing Textual Entailment Challenge,
      Proceedings of the Text Analysis Conference (TAC 2011),
      2011
    99. Federico, Marcello; Bentivogli, Luisa; M., Paul; S., Stüker,
      Overview of the IWSLT 2011 Evaluation Campaign,
      2011
    100. Bentivogli, Luisa; Cabrio, Elena; Dagan, Ido Kalman; Giampiccolo, Danilo; M., Lo Leggio; Magnini, Bernardo,
      Seventh conference on International Language Resources and Evaluation (LREC 2010),
      European Language Resources Association (ELRA),
      2010
      , pp. 3542-
      3549
    101. Bentivogli, Luisa; Giuliano, Claudio; Pamela, Forner; Alessandro, Marchetti; Pianta, Emanuele; Tymoshenko, Kateryna,
      Extending English ACE 2005 Corpus Annotation with Ground-truth Links to Wikipedia,
      Proceedings of the 2nd Workshop on The People’s Web Meets NLP: Collaboratively Constructed Semantic Resources,
      2010
    102. A., Abad; Bentivogli, Luisa; Dagan, Ido Kalman; Giampiccolo, Danilo; S., Mirkin; Pianta, Emanuele; A., Stern,
      Proceedings of the Language Resources and Evaluation Conference (LREC-2010),
      2010
      , pp. 128-
      135
    103. Bentivogli, Luisa; P., Clark; I., Dagan; H., Dang; D., Giampiccolo,
      The Sixth PASCAL Recognizing Textual Entailment Challenge,
      2010
    104. Bentivogli, Luisa; Dagan, Ido Kalman; Hoa, Dang; Giampiccolo, Danilo; Medea Lo, Leggio; Magnini, Bernardo,
      Considering Discourse References in Textual Entailment Annotation,
      5th International Conference on Generative Approaches to the Lexicon (GL 2009),
      2009
    105. Bentivogli, Luisa; Dagan, Ido Kalman; Hoa, Dang; Giampiccolo, Danilo; Magnini, Bernardo,
      The Fifth PASCAL Recognizing Textual Entailment Challenge,
      TAC 2009 Workshop,
      no publisher,
      2009
    106. Bentivogli, Luisa; Girardi, Christian; Pianta, Emanuele,
      Creating a Gold Standard for Person Cross-Document Coreference Resolution in Italian News,
      LREC 2008 Workshop on Resources and Evaluation for Identity Matching, Entity Resolution and Entity Management,
      European Language Resources Association,
      2008
    107. Bentivogli, Luisa; Fioravanti, Anna; Fontanive, Patrizia; Pianta, Emanuele; Speranza, Manuela,
      Linee guida per la creazione della Scheda Ontologica e per l´annotazione della coreferenza globale delle entità presenti in I-CAB,
      2007
    108. Bentivogli, Luisa; Pianta, Emanuele,
      Linee guida per la creazione del Gold Standard per la risoluzione della coreferenza di entità di tipo PERSONA in Adige-500K,
      2007
    109. Pianta, Emanuele; Bentivogli, Luisa; Girardi, Christian; Magnini, Bernardo,
      EACL-06 Workshop on Multi-dimensional Markup in Natural Language Processing (NLPXML-2006),
      ACL,
      2006
      , pp. 77-
      80
    110. Bentivogli, Luisa; Magnini, Bernardo,
      ONTOTEXT Portal (Version 31 December 2006): Functional Specifications,
      2006
    111. Bentivogli, Luisa; Magnini, Bernardo,
      Accesso all´informazione basato su conoscenza: interfaccia del portale ONTOTEXT (versione 31/12/2006),
      2006
    112. Bentivogli, Luisa; Pianta, Emanuele,
      Exploiting parallel texts in the creation of multilingual semantically annotated resources: the MultiSemCor Corpus,
      in «NATURAL LANGUAGE ENGINEERING»,
      Cambridge University Press,
      vol. 11,
      n. 3,
      2005
      , pp. 247-
      261
    113. Bentivogli, Luisa; A., Bocco; Pianta, Emanuele,
      ArchiWordNet: Integrating WordNet with Domain-Specific Knowledge,
      Second International WordNet Conference [GWC 2004],
      Masaryk University,
      2004
      , pp. 39-
      46
    114. Bentivogli, Luisa; Pianta, Emanuele,
      Extending WordNet with Syntagmatic Information,
      Second International WordNet Conference [GWC 2004],
      Masaryk University,
      2004
      , pp. 47-
      53
    115. M., Ranieri; Pianta, Emanuele; Bentivogli, Luisa,
      Browsing Multilingual Information with the MultiSemCor Web Interface,
      LREC 2004 Workshop on `The Amazing Utility of Parallel and Comparable Corpora`,
      European Language Resources Association,
      2004
      , pp. 38-
      41
    116. Pianta, Emanuele; Bentivogli, Luisa,
      Annotating Discontinuous Structures in XML: the Multiword Case,
      LREC 2004 Satellite Workshop on XML-based richly annotated corpora,
      2004
      , pp. 30-
      37
    117. Pianta, Emanuele; Bentivogli, Luisa,
      Knowledge Intensive Word Alignment with KNOWA,
      20th International Conference on Computational Linguistics [COLING 2004],
      ACL,
      2004
      , pp. 1086-
      1092
    118. Bentivogli, Luisa; P., Forner; Magnini, Bernardo; Pianta, Emanuele,
      Revising the WORDNET DOMAINS Hierarchy: semantics, coverage and balancing,
      MLR2004: PostCOLING Workshop on Multilingual Linguistic Resources,
      2004
      , pp. 101-
      108
    119. Bentivogli, Luisa; P., Forner; Pianta, Emanuele,
      Evaluating Cross-Language Annotation Transfer in the MultiSemCor Corpus,
      20th International Conference on Computational Linguistics [COLING 2004],
      ACL,
      2004
      , pp. 364-
      370
    120. Pianta, Emanuele; Bentivogli, Luisa,
      Annotating Discontinuous Structures in XML: the Multiword Case,
      2003
    121. Pianta, Emanuele; Bentivogli, Luisa,
      Translation as Annotation,
      AI*IA 2003 Workshop `Topics and Perspectives of Natural Language Processing in Italy`,
      2003
      , pp. 40-
      48
    122. Bentivogli, Luisa; Girardi, Christian; Pianta, Emanuele,
      The MEANING Italian Corpus,
      Corpus Linguistics 2003 Conference,
      2003
      , pp. 103-
      112
    123. Bentivogli, Luisa; Pianta, Emanuele,
      Beyond Lexical Units: Enriching WordNets with Phrasets,
      10th Conference of the European Chapter of the Association for Computational Linguistics (EACL`03),
      ACL,
      2003
      , pp. 67-
      70
    124. Pianta, Emanuele; Bentivogli, Luisa; Girardi, Christian,
      MultiWordNet: developing an aligned multilingual database,
      First International Conference on Global WordNet,
      2002
      , pp. 293-
      302
    125. Bentivogli, Luisa; Pianta, Emanuele,
      Opportunistic Semantic Tagging,
      Third International Conference on Language Resources and Evaluation (LREC 2002),
      2002
      , pp. 1401-
      1406
    126. Bentivogli, Luisa; Pianta, Emanuele,
      Detecting hidden multiwords in bilingual dictionaries,
      Tenth EURALEX International Congress [EURALEX-2002],
      2002
      , pp. 785-
      793
    127. Bentivogli, Luisa; Girardi, Christian; Giuliano, Claudio; Pianta, Emanuele,
      The MEANING Italian Corpus,
      2002
    128. Bentivogli, Luisa; Girardi, Christian,
      The MEANING Italian Corpus,
      2002
    129. Bentivogli, Luisa; Pianta, Emanuele,
      Beyond Lexical Units: Enriching WordNets with Phrasets,
      2002
    130. Bentivogli, Luisa; Pianesi, Fabio; Pianta, Emanuele,
      PhiloNet: creating semantic concordances for the analysis of philosophical texts,
      2001 Joint International Conference of the Association for Computers and the Humanities and the Association for Literary and Linguistic Computing (ACH/ALLC 2001),
      2001
      , pp. 139-
      141
    131. Bentivogli, Luisa; Forner, Pamela; Pianta, Emanuele,
      Manual word alignment guidelines for the MultiSemCor project,
      2001
    132. Bentivogli, Luisa; Pianesi, Fabio; Pianta, Emanuele,
      From Word-based to Concept-based Text Analysis: the PhiloNet Project,
      Workshop Informatica umanistica: filosofia e risorse digitali,
      2000
    133. Bentivogli, Luisa; Pianta, Emanuele,
      Looking for Lexical Gaps,
      Ninth EURALEX International Congress [EURALEX 2000],
      2000
      , pp. 663-
      669
    134. Bentivogli, Luisa; Pianta, Emanuele; Pianesi, Fabio,
      Coping with Lexical Gaps when Building Aligned Multilingual Wordnets,
      Second International Conference on Language Resources and Evaluation (LREC 2000),
      2000
      , pp. 993-
      997
    135. Bentivogli, Luisa,
      Relazioni lessicali e semantiche nella costruzione di un lessico computazionale multilingue: Problematiche Tecniche e Filosofiche,
      1999

    New benchmark evaluates 🔎 #AI detection tools across languages, 🌍 finding performance gaps 📉 in low-resource languages and challenges ⚠️ with distinguishing AI-translated and hybrid human–AI text.
    @jasonslucas1 @adaku_uchendu @penn_state @Visa

    🚀 Call for Participation: @iwslt Offline Speech Translation 2026

    Break language barriers with new languages & real-world scenarios + a brand new source-language agnostic speech translation track 🌍

    📅 Evaluation: Apr 1–15
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    🚀 Call for Participation: @iwslt Model Compression 2026

    Make large multilingual foundation models small ⚡ without losing power in EN→DE/ZH speech-to-text translation.

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    🚀 Call for Participation: @iwslt Subtitling 2026

    Turn speech into ready-to-watch subtitles 🎬 across TV, News & YouTube!

    📅 Evaluation: Apr 1–15


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