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2023 ACL ACL 2023

FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN

Abstract

AbstractThis paper reports on the shared tasks organized by the 20th IWSLT Conference. The shared tasks address 9 scientific challenges in spoken language translation: simultaneous and offline translation, automatic subtitling and dubbing, speech-to-speech translation, multilingual, dialect and low-resource speech translation, and formality control. The shared tasks attracted a total of 38 submissions by 31 teams. The growing interest towards spoken language translation is also witnessed by the constantly increasing number of shared task organizers and contributors to the overview paper, almost evenly distributed across industry and academia.

👥 Mega-Team — 62 authors
🌉 Interdisciplinary Bridge — Artificial Intelligence and Machine Learning and Natural Language Processing and Speech & Audio
🧭 Keyword Pioneer — automatic subtitling
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Deep Learning, Interdisciplinary, Machine Learning, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio

Authors

Milind Agarwal , Sweta Agrawal , Antonios Anastasopoulos , Luisa Bentivogli , Ondřej Bojar , Claudia Borg , Marine Carpuat , Roldano Cattoni , Mauro Cettolo , Mingda Chen , William Chen , Khalid Choukri , Alexandra Chronopoulou , Anna Currey , Thierry Declerck , Qianqian Dong , Kevin Duh , Yannick Estève , Marcello Federico , Souhir Gahbiche , Barry Haddow , Benjamin Hsu , Phu Mon Htut , Hirofumi Inaguma , Dávid Javorský , John Judge , Yasumasa Kano , Tom Ko , Rishu Kumar , Pengwei Li , Xutai Ma , Prashant Mathur , Evgeny Matusov , Paul McNamee , John P. McCrae , Kenton Murray , Maria Nǎdejde , Satoshi Nakamura , Matteo Negri , Ha Nguyen , Jan Niehues , Xing Niu , Atul Kr. Ojha , John E. Ortega , Proyag Pal , Juan Pino , Lonneke van der Plas , Peter Polák , Elijah Rippeth , Elizabeth Salesky , Jiatong Shi , Matthias Sperber , Sebastian Stüker , Katsuhito Sudoh , Yun Tang , Brian Thompson , Kevin Tran , Marco Turchi , Alex Waibel , Mingxuan Wang , Shinji Watanabe , Rodolfo Zevallos

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Optimization & Theory > Theory Natural Language Processing > Applications > Machine Translation Speech & Audio > Recognition > Speech Translation

Keywords

speech-to-speech translation simultaneous translation low-resource speech translation spoken language translation shared task evaluation multilingual speech translation automatic subtitling
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