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Sign language is a visual language that encompasses all linguistic features of natural languages and serves as the primary communication method for the deaf and hard-of-hearing communities.
BLEU: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu · 2002
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https://github.com/fxsjy/jieba
fxsjy · 2012
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Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers
Oscar Koller, Jens Forster, and Hermann Ney · 2015
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Neural discrete representation learning
Aaron Van Den Oord, Oriol Vinyals, et al · 2017
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Neural sign language translation
Necati Cihan Camgoz, 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 · 2019
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
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Mediapipe: A framework for building perception pipelines
Camillo Lugaresi, Jiuqiang Tang, Hadon Nash, Chris McClanahan, Esha Uboweja, Michael Hays, Fan Zhang, Chuo-Ling Chang, Ming Guang Yong, Juhyun Lee, et al · 2019
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Expressive body capture: 3D hands, face, and body from a single image
Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed AA Osman, Dimitrios Tzionas, and Michael J Black · 2019
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BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues
Samuel Albanie, Gül Varol, Liliane Momeni, Triantafyllos Afouras, Joon Son Chung, Neil Fox, and Andrew Zisserman · 2020
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Scaling laws for autoregressive generative modeling
Tom Henighan, Jared Kaplan, Mor Katz, Mark Chen, Christopher Hesse, Jacob Jackson, Heewoo Jun, Tom B Brown, Prafulla Dhariwal, Scott Gray, et al · 2020
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Scaling laws for neural language models
Jared Kaplan, Sam McCandlish, Tom Henighan, Tom B Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei · 2020
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Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al · 2020
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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
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Multilingual denoising pre-training for neural machine translation
Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, and Luke Zettlemoyer · 2020
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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
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Neural sign language synthesis: Words are our glosses
Jan Zelinka and Jakub Kanis · 2020
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Spatial-temporal multi-cue network for continuous sign language recognition
Hao Zhou, Wengang Zhou, Yun Zhou, and Houqiang Li · 2020
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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
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Collaborative regression of expressive bodies using moderation
Yao Feng, Vasileios Choutas, Timo Bolkart, Dimitrios Tzionas, and Michael J Black · 2021
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Hand-model-aware sign language recognition
Hezhen Hu, Wengang Zhou, and Houqiang Li · 2021
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Towards fast and high-quality sign language production
Wencan Huang, Wenwen Pan, Zhou Zhao, and Qi Tian · 2021
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Non-autoregressive sign language production with gaussian space
Euijun Hwang, Jung-Ho Kim, and Jong C Park · 2021
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Frankmocap: A monocular 3d whole-body pose estimation system via regression and integration
Yu Rong, Takaaki Shiratori, and Hanbyul Joo · 2021
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Continuous 3D multi-channel sign language production via progressive transformers and mixture density networks
Ben Saunders, Necati Cihan Camgoz, and Richard Bowden · 2021
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Including signed languages in natural language processing
Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, and Malihe Alikhani · 2021
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Tm2t: Stochastic and tokenized modeling for the reciprocal generation of 3d human motions and texts
Chuan Guo, Xinxin Zuo, Sen Wang, and Li Cheng · 2022
Cited alongside, same era.
Dualsign: Semi-supervised sign language production with balanced multi-modal multi-task dual transformation
Wencan Huang, Zhou Zhao, Jinzheng He, and Mingmin Zhang · 2022
Cited alongside, same era.
High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
Cited alongside, same era.
Signing at scale: Learning to co-articulate signs for large-scale photo-realistic sign language production
Ben Saunders, Necati Cihan Camgoz, and Richard Bowden · 2022
Cited alongside, same era.
There and back again: 3d sign language generation from text using back-translation
Stephanie Stoll, Armin Mustafa, and Jean-Yves Guillemaut · 2022
Cited alongside, same era.
Signavatar: Sign language 3d motion reconstruction and generation
Lu Dong, Lipisha Chaudhary, Fei Xu, Xiao Wang, Mason Lary, and Ifeoma Nwogu · 2024
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A survey on rag meeting llms: Towards retrieval-augmented large language models
Wenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, and Qing Li · 2024
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Signllm: Sign languages production large language models
Sen Fang, Lei Wang, Ce Zheng, Yapeng Tian, and Chen Chen · 2024
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Cpr: Retrieval augmented generation for copyright protection
Aditya Golatkar, Alessandro Achille, Luca Zancato, Yu-Xiang Wang, Ashwin Swaminathan, and Stefano Soatto · 2024
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Llms are good sign language translators
Jia Gong, Lin Geng Foo, Yixuan He, Hossein Rahmani, and Jun Liu · 2024
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Gloss semantic-enhanced network with online back-translation for sign language production
Shengeng Tang, Richang Hong, Dan Guo, and Meng Wang · 2022
Cited alongside, same era.
MLSLT: Towards multilingual sign language translation
Aoxiong Yin, Zhou Zhao, Weike Jin, Meng Zhang, Xingshan Zeng, and Xiaofei He · 2022
Cited alongside, same era.
C2SLR: Consistency-enhanced continuous sign language recognition
Ronglai Zuo and Brian Mak · 2022
Cited alongside, same era.
Ham2pose: Animating sign language notation into pose sequences
Rotem Shalev Arkushin, Amit Moryossef, and Ohad Fried · 2023
Cited alongside, same era.
Executing your commands via motion diffusion in latent space
Xin Chen, Biao Jiang, Wen Liu, Zilong Huang, Bin Fu, Tao Chen, and Gang Yu · 2023
Cited alongside, same era.
SignDiff: Learning diffusion models for American sign language production
Sen Fang, Chunyu Sui, Xuedong Zhang, and Yapeng Tian · 2023
Cited alongside, same era.
Reconstructing signing avatars from video using linguistic priors
Maria-Paola Forte, Peter Kulits, Chun-Hao P Huang, Vasileios Choutas, Dimitrios Tzionas, Katherine J Kuchenbecker, and Michael J Black · 2023
Cited alongside, same era.
Peiqi Jiao, Yuecong Min, and Xilin Chen · 2024
Closest in time.
isign: A benchmark for indian sign language processing
Abhinav Joshi, Romit Mohanty, Mounika Kanakanti, Andesha Mangla, Sudeep Choudhary, Monali Barbate, and Ashutosh Modi · 2024
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Introducing the DW-DGS – the digital dictionary of DGS
Gabriele Langer, Anke Müller, Sabrina Wähl, Felicitas Otte, Lea Sepke, and Thomas Hanke · 2024
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Humantomato: Text-aligned whole-body motion generation
Shunlin Lu, Ling-Hao Chen, Ailing Zeng, Jing Lin, Ruimao Zhang, Lei Zhang, and Heung-Yeung Shum · 2024
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A Hong Kong sign language corpus collected from sign-interpreted tv news
Zhe Niu, Ronglai Zuo, Brian Mak, and Fangyun Wei · 2024
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Signgen: End-to-end sign language video generation with latent diffusion
Fan Qi, Yu Duan, Changsheng Xu, and Huaiwen Zhang · 2024
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Human motion diffusion as a generative prior
Yoni Shafir, Guy Tevet, Roy Kapon, and Amit Haim Bermano · 2024
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Pose-guided fine-grained sign language video generation
Tongkai Shi, Lianyu Hu, Fanhua Shang, Jichao Feng, Peidong Liu, and Wei Feng · 2024
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Think-on-graph: Deep and responsible reasoning of large language model on knowledge graph
Jiashuo Sun, Chengjin Xu, Lumingyuan Tang, Saizhuo Wang, Chen Lin, Yeyun Gong, Lionel Ni, Heung-Yeung Shum, and Jian Guo · 2024
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Visual autoregressive modeling: Scalable image generation via next-scale prediction
Keyu Tian, Yi Jiang, Zehuan Yuan, Bingyue Peng, and Liwei Wang · 2024
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Searching for best practices in retrieval-augmented generation
Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, et al · 2024
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Sign2gpt: Leveraging large language models for gloss-free sign language translation
Ryan Wong, Necati Cihan Camgoz, and Richard Bowden · 2024
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G2p-ddm: Generating sign pose sequence from gloss sequence with discrete diffusion model
Pan Xie, Qipeng Zhang, Peng Taiying, Hao Tang, Yao Du, and Zexian Li · 2024
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Retrieval-augmented egocentric video captioning
Jilan Xu, Yifei Huang, Junlin Hou, Guo Chen, Yuejie Zhang, Rui Feng, and Weidi Xie · 2024
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T2S-GPT: Dynamic vector quantization for autoregressive sign language production from text
Aoxiong Yin, Haoyuan Li, Kai Shen, Siliang Tang, and Yueting Zhuang · 2024
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Signavatars: A large-scale 3d sign language holistic motion dataset and benchmark
Zhengdi Yu, Shaoli Huang, Yongkang Cheng, and Tolga Birdal · 2024
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Avatargpt: All-in-one framework for motion understanding planning generation and beyond
Zixiang Zhou, Yu Wan, and Baoyuan Wang · 2024
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Improving continuous sign language recognition with consistency constraints and signer removal
Ronglai Zuo and Brian Mak · 2024
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Uni-sign: Toward unified sign language understanding at scale
Zecheng Li, Wengang Zhou, Weichao Zhao, Kepeng Wu, Hezhen Hu, and Houqiang Li · 2025
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Wilor: End-to-end 3d hand localization and reconstruction in-the-wild
Rolandos Alexandros Potamias, Jinglei Zhang, Jiankang Deng, and Stefanos Zafeiriou · 2025
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Multilingual gloss-free sign language translation: Towards building a sign language foundation model
Sihan Tan, Taro Miyazaki, and Kazuhiro Nakadai · 2025
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