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Online Multitask Learning for Machine Translation Quality Estimation

MT Group at FBK Follow

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

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Avatar MT Group at FBK @fbk_mt ·
25 Sep

Our very own @sarapapi presenting FAMA at #clicit2025:

๐Ÿ“—Paper: https://clic2025.unica.it/wp-content/uploads/2025/09/80_main_long.pdf
๐Ÿ”— Models: https://hf.co/collections/FBK-MT/fama-683425df3fb2b3171e0cdc9e
๐Ÿ“Š Data: https://hf.co/datasets/FBK-MT/fama-data
๐Ÿ’ป Code: https://github.com/hlt-mt/FBK-fairseq

Joint work with the @fbk_stek group @FBK_research

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Avatar Sara Papi @sarapapi ·
24 Sep

๐Ÿš€ Excited to present FAMA, the first large-scale #OpenScience #Speech foundation model for ๐Ÿ‡ฎ๐Ÿ‡น Italian & ๐Ÿ‡ฌ๐Ÿ‡ง English, at #clicit2025 (17:30โ€“18:45 oral session)!

๐Ÿ”— Models: https://hf.co/collections/FBK-MT/fama-683425df3fb2b3171e0cdc9e
๐Ÿ“Š Data: https://hf.co/datasets/FBK-MT/fama-data
๐Ÿ’ป Code: https://github.com/hlt-mt/FBK-fairseq

#SpeechTech

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Avatar MT Group at FBK @fbk_mt ·
18 Sep

Our pick of the week by @sarapapi: "Retrieval-Augmented Generation for AI-Generated Content: A Survey" by Penghao Zhao, Hailin Zhang, Qinhan Yu, Zhengren Wang, Yunteng Geng, Fangcheng Fu, Ling Yang, Wentao Zhang, Jie Jiang, Bin Cui.



#RAG #survey

Sara Papi @sarapapi

An interesting survey about #RAG and its interplay with #multimodality: Retrieval-Augmented Generation for AI-Generated Content: A Survey

https://arxiv.org/pdf/2402.19473

@fbk_mt

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Avatar MT Group at FBK @fbk_mt ·
12 Sep

Our pick of the week by @mgaido91: "Context-Driven Dynamic #Pruning for Large #Speech #Foundation Models" by Masao Someki, Shikhar Bharadwaj, Atharva Anand Joshi, Chyi-Jiunn Lin, Jinchuan Tian, Jee-weon Jung, @shinjiw_at_cmu, et al. (#INTERSPEECH2025).

Marco Gaido @mgaido91

as we are organizing the second edition of the IWSLT model compression task, happy to see new works on pruning large speech model based on external context (speaker, acoustic events, language)

https://arxiv.org/pdf/2505.18860

@fbk_mt

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