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Sign Language Translation (SLT) is a challenging task that aims to generate spoken language sentences from sign language videos.
Bleu: a method for automatic evaluation of machine translation
K. Papineni, S. Roukos, T. Ward, and W.-J. Zhu · 2002
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Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
A. Graves, S. Fernández, F. Gomez, and J. Schmidhuber · 2006
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On the importance of initialization and momentum in deep learning
I. Sutskever, J. Martens, G. Dahl, and G. Hinton · 2013
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Quo vadis, action recognition? a new model and the kinetics dataset
J. Carreira and A. Zisserman · 2017
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Attention is all you need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin · 2017
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Neural sign language translation
N. C. Camgoz, S. Hadfield, O. Koller, H. Ney, and R. Bowden · 2018
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Ms-asl: A large-scale data set and benchmark for understanding american sign language
H. R. V. Joze and O. Koller · 2018
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A call for clarity in reporting bleu scores
M. Post · 2018
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Improving language understanding by generative pre-training
A. Radford, K. Narasimhan, T. Salimans, I. Sutskever, et al · 2018
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A deep neural framework for continuous sign language recognition by iterative training
R. Cui, H. Liu, and C. Zhang · 2019
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Iterative alignment network for continuous sign language recognition
J. Pu, W. Zhou, and H. Li · 2019
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Bsl-1k: Scaling up co-articulated sign language recognition using mouthing cues
S. Albanie, G. Varol, L. Momeni, T. Afouras, J. S. Chung, N. Fox, and A. Zisserman · 2020
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Language models are few-shot learners
T. Brown, B. Mann, N. Ryder, M. Subbiah, J. D. Kaplan, P. Dhariwal, A. Neelakantan, P. Shyam, G. Sastry, A. Askell, et al · 2020
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Sign language transformers: Joint end-to-end sign language recognition and translation
N. C. Camgoz, O. Koller, S. Hadfield, and R. Bowden · 2020
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Meine dgs–annotiert.öffentliches korpus der deutschen gebärdensprache, 3. release / my dgs – annotated. public corpus of german sign language, 3rd release
R. Konrad, T. Hanke, G. Langer, D. Blanck, J. Bleicken, I. Hofmann, O. Jeziorski, L. König, S. König, R. Nishio, A. Regen, U. Salden, S. Wagner, S. Worseck, O. Böse, E. Jahn, and M. Schulder · 2020
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Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison
D. Li, C. Rodriguez, X. Yu, and H. Li · 2020
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Bleurt: Learning robust metrics for text generation
T. Sellam, D. Das, and A. P. Parikh · 2020
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Autsl: A large scale multi-modal turkish sign language dataset and baseline methods
O. M. Sincan and H. Y. Keles · 2020
Hierarchical i3d for sign spotting
R. Wong, N. C. Camgöz, and R. Bowden · 2022
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Sltunet: A simple unified model for sign language translation
B. Zhang, M. Müller, and R. Sennrich · 2022
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Learning from what is already out there: Few-shot sign language recognition with online dictionaries
M. Bohacek and M. Hrúz · 2023
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Linguistically motivated evaluation of the 2023 state-of-the-art machine translation: Can chatgpt outperform nmt?
S. Manakhimova, E. Avramidis, V. Macketanz, E. Lapshinova-Koltunski, S. Bagdasarov, and S. Möller · 2023
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Towards making the most of chatgpt for machine translation
K. Peng, L. Ding, Q. Zhong, L. Shen, X. Liu, M. Zhang, Y. Ouyang, and D. Tao · 2023
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Is chatgpt a general-purpose natural language processing task solver?
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Cited alongside, same era.
Bbc-oxford british sign language dataset
S. Albanie, G. Varol, L. Momeni, H. Bull, T. Afouras, H. Chowdhury, N. Fox, B. Woll, R. Cooper, A. McParland, et al · 2021
Cited alongside, same era.
How2sign: a large-scale multimodal dataset for continuous american sign language
A. Duarte, S. Palaskar, L. Ventura, D. Ghadiyaram, K. DeHaan, F. Metze, J. Torres, and X. Giro-i Nieto · 2021
Cited alongside, same era.
Skeleton aware multi-modal sign language recognition
S. Jiang, B. Sun, L. Wang, Y. Bai, K. Li, and Y. Fu · 2021
Cited alongside, same era.
Isolated sign language recognition with multi-scale spatial-temporal graph convolutional networks
M. Vázquez-Enríquez, J. L. Alba-Castro, L. Docío-Fernández, and E. Rodríguez-Banga · 2021
Cited alongside, same era.
Improving sign language translation with monolingual data by sign back-translation
H. Zhou, W. Zhou, W. Qi, J. Pu, and H. Li · 2021
Cited alongside, same era.
Findings of the first wmt shared task on sign language translation (wmt-slt22)
M. Müller, S. Ebling, E. Avramidis, A. Battisti, M. Berger, R. Bowden, A. Braffort, N. C. Camgöz, C. España-Bonet, R. Grundkiewicz, et al · 2022
Cited alongside, same era.
Signing at scale: Learning to co-articulate signs for large-scale photo-realistic sign language production
B. Saunders, N. C. Camgoz, and R. Bowden · 2022
Cited alongside, same era.
C. Qin, A. Zhang, Z. Zhang, J. Chen, M. Yasunaga, and D. Yang · 2023
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Chatgpt, let us chat sign language: Experiments, architectural elements, challenges and research directions
N. Shahin and L. Ismail · 2023
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Is context all you need? scaling neural sign language translation to large domains of discourse
O. M. Sincan, N. C. Camgoz, and R. Bowden · 2023
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Llama: Open and efficient foundation language models
H. Touvron, T. Lavril, G. Izacard, X. Martinet, M.-A. Lachaux, T. Lacroix, B. Rozière, N. Goyal, E. Hambro, F. Azhar, et al · 2023
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Improving continuous sign language recognition with cross-lingual signs
F. Wei and Y. Chen · 2023
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Sign language translation with iterative prototype
H. Yao, W. Zhou, H. Feng, H. Hu, H. Zhou, and H. Li · 2023
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Cvt-slr: Contrastive visual-textual transformation for sign language recognition with variational alignment
J. Zheng, Y. Wang, C. Tan, S. Li, G. Wang, J. Xia, Y. Chen, and S. Z. Li · 2023
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