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Machine learning for sign languages is bottlenecked by data.
MediaPipe: A framework for building perception pipelines, 2019
Camillo Lugaresi, Jiuqiang Tang, Hadon Nash, Chris McClanahan, Esha Uboweja, Michael Hays, Fan Zhang, Chuo-Ling Chang, Ming Guang Yong, Juhyun Lee, Wan-Teh Chang, Wei Hua, Manfred Georg, and Matthias Grundmann · 1906
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu · 2002
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The state and fate of linguistic diversity and inclusion in the nlp world, 2021
Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, and Monojit Choudhury · 2004
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SentencePiece: A simple and language independent subword tokenizer and detokenizer for neural text processing
Taku Kudo and John Richardson · 2012
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YouTube-8M: A large-scale video classification benchmark, 2016
Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, and Sudheendra Vijayanarasimhan · 2016
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Quo vadis, action recognition? a new model and the kinetics dataset
Joao Carreira and Andrew Zisserman · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Neural sign language translation
Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Hermann Ney, and Richard Bowden · 2018
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MS-ASL: A large-scale data set and benchmark for understanding american sign language
Hamid Reza Vaezi Joze and Oscar Koller · 2018
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A call for clarity in reporting BLEU scores
Matt Post · 2018
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Adafactor: Adaptive learning rates with sublinear memory cost
Noam Shazeer and Mitchell Stern · 2018
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American Sign Language fingerspelling recognition in the wild
Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Jonathan Michaux, Diane Brentari, Greg Shakhnarovich, and Karen Livescu · 2018
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Sign language recognition, generation, and translation: An interdisciplinary perspective
Danielle Bragg, Oscar Koller, Mary Bellard, Larwan Berke, Patrick Boudreault, Annelies Braffort, Naomi Caselli, Matt Huenerfauth, Hernisa Kacorri, Tessa Verhoef, Christian Vogler, and Meredith Ringel Morris · 2019
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OpenPose: Realtime multi-person 2D pose estimation using part affinity fields
Z. Cao, G. Hidalgo, T. Simon, S. Wei, and Y. Sheikh · 2019
Earlier work this paper cites.
Fingerspelling recognition in the wild with iterative visual attention
Bowen Shi, Aurora Martinez Del Rio, Jonathan Keane, Diane Brentari, Greg Shakhnarovich, and Karen Livescu · 2019
Earlier work this paper cites.
Sign language transformers: Joint end-to-end sign language recognition and translation
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, and Richard Bowden · 2020
Earlier work this paper cites.
Mediapipe holistic - simultaneous face, hand and pose prediction, on device, Dec 2020
Ivan Grishchenko and Valentin Bazarevsky · 2020
Cited alongside, same era.
Extending the Public DGS Corpus in size and depth
Thomas Hanke, Marc Schulder, Reiner Konrad, and Elena Jahn · 2020
Cited alongside, same era.
Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison
Dongxu Li, Cristian Rodriguez, Xin Yu, and Hongdong Li · 2020
Cited alongside, same era.
Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu · 2020
Cited alongside, same era.
BLEURT: Learning robust metrics for text generation
Thibault Sellam, Dipanjan Das, and Ankur Parikh · 2020
Cited alongside, same era.
Better sign language translation with STMC-transformer
Improving sign language translation with monolingual data by sign back-translation
Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, and Houqiang Li · 2021
Later among the works it cites.
Sign language translation based on transformers for the How2Sign dataset
Patricia Cabot Álvarez, Xavier Giró Nieto, and Laia Tarrés Benet · 2022
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CISLR: Corpus for Indian Sign Language recognition
Abhinav Joshi, Ashwani Bhat, Pradeep S, Priya Gole, Shashwat Gupta, Shreyansh Agarwal, and Ashutosh Modi · 2022
Later among the works it cites.
Findings of the first WMT shared task on sign language translation (WMT-SLT22)
Mathias Müller, Sarah Ebling, Eleftherios Avramidis, Alessia Battisti, Michèle Berger, Richard Bowden, Annelies Braffort, Necati Cihan Camgöz, Cristina España-bonet, Roman Grundkiewicz, Zifan Jiang, Oscar Koller, Amit Moryossef, Regula Perrollaz, Sabine Reinhard, Annette Rios, Dimitar Shterionov, Sandra Sidler-miserez, and Katja Tissi · 2022
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Robust speech recognition via large-scale weak supervision, 2022
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Kayo Yin and Jesse Read · 2020
Cited alongside, same era.
Spatial-temporal multi-cue network for continuous sign language recognition
Hao Zhou, Wengang Zhou, Yun Zhou, and Houqiang Li · 2020
Cited alongside, same era.
BBC-Oxford British Sign Language dataset, 2021
Samuel Albanie, Gül Varol, Liliane Momeni, Hannah Bull, Triantafyllos Afouras, Himel Chowdhury, Neil Fox, Bencie Woll, Rob Cooper, Andrew McParland, and Andrew Zisserman · 2021
Cited alongside, same era.
Content4all open research sign language translation datasets, 2021
Necati Cihan Camgöz, Ben Saunders, Guillaume Rochette, Marco Giovanelli, Giacomo Inches, Robin Nachtrab-Ribback, and Richard Bowden · 2021
Cited alongside, same era.
Frozen pretrained transformers for neural sign language translation
Mathieu De Coster, Karel D’Oosterlinck, Marija Pizurica, Paloma Rabaey, Severine Verlinden, Mieke Van Herreweghe, and Joni Dambre · 2021
Cited alongside, same era.
How2Sign: A large-scale multimodal dataset for continuous American Sign Language
Amanda Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, and Xavier Giro-i Nieto · 2021
Cited alongside, same era.
The flores-101 evaluation benchmark for low-resource and multilingual machine translation, 2021
Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc’Aurelio Ranzato, Francisco Guzman, and Angela Fan · 2021
Cited alongside, same era.
Alec Radford, Jong Wook Kim, Tao Xu, Greg Brockman, Christine McLeavey, and Ilya Sutskever · 2022
Later among the works it cites.
OpenHands: Making sign language recognition accessible with pose-based pretrained models across languages
Prem Selvaraj, Gokul Nc, Pratyush Kumar, and Mitesh Khapra · 2022
Later among the works it cites.
Open-domain sign language translation learned from online video, 2022
Bowen Shi, Diane Brentari, Greg Shakhnarovich, and Karen Livescu · 2022
Later among the works it cites.
MLSLT: Towards multilingual sign language translation
Aoxiong Yin, Zhou Zhao, Weike Jin, Meng Zhang, Xingshan Zeng, and Xiaofei He · 2022
Later among the works it cites.
FLEURS: Few-shot learning evaluation of universal representations of speech
Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, and Ankur Bapna · 2023
Closest in time.
Machine translation from signed to spoken languages: State of the art and challenges
Mathieu De Coster, Dimitar Shterionov, Mieke Van Herreweghe, and Joni Dambre · 2023
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Afrisign: Machine translation for african sign languages
Shester Gueuwou, Kate Takyi, Mathias Müller, Marco Stanley Nyarko, Richard Adade, and Rose-Mary Owusuaa Mensah Gyening · 2023
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Gloss-free end-to-end sign language translation, 2023
Kezhou Lin, Xiaohan Wang, Linchao Zhu, Ke Sun, Bang Zhang, and Yi Yang · 2023
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Sign language translation from instructional videos, 2023
Laia Tarrés, Gerard I. Gállego, Amanda Duarte, Jordi Torres, and Xavier Giró i Nieto · 2023
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SLTUNET: A simple unified model for sign language translation
Biao Zhang, Mathias Müller, and Rico Sennrich · 2023
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Neural sign language translation based on human keypoint estimation
Sang-Ki Ko, Chang Jo Kim, Hyedong Jung, and Choongsang Cho · 2076
Closest in time.