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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
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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
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Papi, Sara; Wang, Peidong; Chen, Junkun; Xue, Jian; Kanda, Naoyuki; Li, Jinyu; Gaur, Yashesh,in «»,Proceedings of ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),IEEE,vol. ,n. ,2024, pp. -
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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
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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
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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
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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
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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
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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
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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
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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,in «»,Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),,vol. ,n. ,2024, pp. 1-11
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Papi, Sara; Gaido, Marco; Pilzer, Andrea; Negri, Matteo,in «»,Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),,vol. ,n. ,2024, pp. 3657-3672
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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
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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. -
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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. -
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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. -
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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
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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
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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. -
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Zerva, Chrysoula; Blain, Frederic; De Souza, José G. C.; Kanojia, Diptesh; Deoghare, Sourabh; Guerreiro, Nuno M.; Attanasio, Giuseppe; Rei, Ricardo; Orasan, Constantin; Negri, Matteo; Turchi, Marco; Chatterjee, Rajen; Bhattacharyya, Pushpak; Freitag, Markus; Martins, André,in «»,Proceedings of the Ninth Conference on Machine Translation,,Association for Computational Linguistics,vol. ,n. ,2024, pp. 82-109
Our pick of the week by @DennisFucci: "Speech Representation Analysis Based on Inter- and Intra-Model Similarities" by Yassine El Kheir, Ahmed Ali, and Shammur Absar Chowdhury (ICASSP Workshops 2024)
#speech #speechtech
Findings from https://ieeexplore.ieee.org/document/10669908 show that speech SSL models converge on similar embedding spaces, but via different routes. While overall representations align, individual neurons learn distinct localized concepts.
Interesting read! @fbk_mt
Cosa chiedono davvero gli italiani all’intelligenza artificiale?
FBK in collaborazione con RiTA lancia un’indagine aperta a tutte/i per capire usi reali, abitudini e bisogni.
Bastano 10 minuti per partecipare, scopri di più: https://magazine.fbk.eu/it/news/italiani-e-ia-cosa-chiediamo-veramente-allintelligenza-artificiale/
🚀 Last call for the Model Compression for Machine Translation task at #WMT2025 (co-located with #EMNLP2025)!
Test data out on June 19 ➡️ 2 weeks for evaluation!
Can you shrink an LLM and keep translation quality high?
👉 https://www2.statmt.org/wmt25/model-compression.html #NLP #ML #LLM #ModelCompression
Our pick of the week by @beomseok_lee_: "ALAS: Measuring Latent Speech-Text Alignment For Spoken Language Understanding In Multimodal LLMs" by Pooneh Mousavi, @yingzhi_wang, @mirco_ravanelli, and @CemSubakan (2025)
#SLU #speech #multimodal #LLM
Speech-language models show promise in multimodal tasks—but how well are speech & text actually aligned? 🤔
This paper https://arxiv.org/abs/2505.19937 proposes a new metric to measure layer-wise correlation between the two, with a focus on SLU tasks. 🔍🗣️📄