- [Neurips 2024] Scaling Sign Language Translation.[paper]
Biao Zhang, Garrett Tanzer, Orhan Firat - [Neurips 2024] Improving Gloss-free Sign Language Translation by Reducing Representation Density.[paper]
Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong - [ICLR 2025 Submission] YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus. [paper]
Anonymous authors - [ICLR 2025 Submission] Uni-Sign: Toward Unified Sign Language Understanding at Scale. [paper]
Anonymous authors - [ICLR 2025 Submission] Hybrid Model Collaboration for Sign Language Translation with VQ-VAE and RAG Enhanced LLMS. [paper]
Anonymous authors - [EMNLP 2024] Reconsidering Sentence-Level Sign Language Translation. [paper]
Garrett Tanzer, Maximus Shengelia, Ken Harrenstien, David Uthus - [ECCV 2024] Visual Alignment Pre-training for Sign Language Translation. [paper]
Peiqi Jiao, Yuecong Min, Xilin Chen - [ECCV 2024] EvSign: Sign Language Recognition and Translation with Streaming Events. [paper]
Pengyu Zhang, Hao Yin, Zeren Wang, Wenyue Chen, Sheng Ming Li, Dong Wang, Huchuan Lu, Xu Jia - [ACL 2024] Towards Privacy-Aware Sign Language Translation at Scale. [paper]
Phillip Rust, Bowen Shi, Skyler Wang, Necati Cihan Camgoz, Jean Maillard - [ACL 2024] Sign Language Translation with Sentence Embedding Supervision. [paper]
HAMIDULLAH Yasser, Josef van Genabith, Cristina España-Bonet - [ACL Findings 2024] iSign: A Benchmark for Indian Sign Language Processing. [paper]
Abhinav Joshi, Romit Mohanty, Mounika Kanakanti, Andesha Mangla, Sudeep Choudhary, Monali Barbate, Ashutosh Modi - [ACL Findings 2024] Unsupervised Sign Language Translation and Generation. [paper]
Zhengsheng Guo, Zhiwei He, Wenxiang Jiao, Xing Wang, Rui Wang, Kehai Chen, Zhaopeng Tu, Yong Xu, Min Zhang - [CVPR 2024] LLMs are Good Sign Language Translators. [paper]
Jia Gong, Lin Geng Foo, Yixuan He, Hossein Rahmani, Jun Liu - [ICLR 2024] Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation. [paper]
- [EMNLP Findings 2023] JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing. [paper]
Shester Gueuwou, Sophie Siake, Colin Leong, Mathias Müller - [EMNLP Findings 2023] Cross-modality Data Augmentation for End-to-End Sign Language Translation. [paper]
Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Hui Xiong - [OpenReview] Towards Faithful Sign Language Translation. [paper]
Yuecong Min, Xilin Chen - [NeurIPS 2023 Dataset] YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus. [paper]
David Uthus, Garrett Tanzer, Manfred Georg - [NeurIPS 2023 Dataset] Auslan-Daily: Australian Sign Language Translation for Daily Communication and News. [paper]
Xin Shen, Shaozu Yuan, Hongwei Sheng, Heming Du, Xin Yu - [ICCV 2023] Sign Language Translation with Iterative Prototype.[paper]
Huijie Yao, Wengang Zhou, Hao Feng, Hezhen Hu, Hao Zhou, Houqiang Li - [ICCV 2023] Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining.[paper]
Benjia Zhou, Zhigang Chen, Albert Clapés, Jun Wan, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang - [ACL 2023] Neural Machine Translation Methods for Translating Text to Sign Language Glosses. [paper]
Dele Zhu, Vera Czehmann, Eleftherios Avramidis - [ACL 2023] Gloss-Free End-to-End Sign Language Translation.[paper]
Kezhou Lin, Xiaohan Wang, Linchao Zhu, Ke Sun, Bang Zhang, Yi Yang - [ACL 2023] Considerations for meaningful sign language machine translation based on glosses.[paper]
Mathias Müller, Zifan Jiang, Amit Moryossef, Annette Rios, Sarah Ebling - [ACL 2023] Listen, Decipher and Sign: Toward Unsupervised Speech-to-Sign Language Recognition.[paper]
Liming Wang, Junrui Ni, Heting Gao, Jialu Li, Kai Chieh Chang, Xulin Fan, Junkai Wu, Mark Hasegawa-Johnson, Chang Yoo - [ACL 2023] ISLTranslate: Dataset for Translating Indian Sign Language. [paper]
Abhinav Joshi, Susmit Agrawal, Ashutosh Modi - [ICLR 2023] SLTUNET: A Simple Unified Model for Sign Language Translation.[paper] [code]
Biao Zhang, Mathias Müller, Rico Sennrich - [CVPR 2023] Gloss Attention for Gloss-free Sign Language Translation.[paper]
Aoxiong Yin, Tianyun Zhong, Li Tang, Weike Jin, Tao Jin, Zhou Zhao - [EMNLP 2022] Open-Domain Sign Language Translation Learned from Online Video.[paper][code]
Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu - [NeurIPS 2022] Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets.[paper]
Gokul NC, Manideep Ladi, Sumit Negi, Prem Selvaraj, Pratyush Kumar, Mitesh Khapra - [CVPR 2022] MLSLT: Towards Multilingual Sign Language Translation.[paper]
Aoxiong Yin, Zhou Zhao, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He - [CVPR 2022] A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation.[paper]
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin - [WACV 2022] Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network.[paper]
Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang - [ICCV 2021] Aligning Subtitles in Sign Language Videos.[paper]
Hannah Bull; Triantafyllos Afouras; Gül Varol; Samuel Albanie; Liliane Momeni; Andrew Zisserman - [ACM MM 2021] Contrastive Disentangled Meta-Learning for Signer-Independent Sign Language Translation.[paper]
Tao Jin, Zhou Zhao - [ACM MM 2021] SimulSLT: End-to-End Simultaneous Sign Language Translation.[paper]
Aoxiong Yin, Zhou Zhao, Jinglin Liu, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He - [ACM MM 2021] Skeleton-Aware Neural Sign Language Translation.[paper]
Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Lei Xie, Sanglu Lu - [CVPR 2021] Improving Sign Language Translation With Monolingual Data by Sign Back-Translation.[paper]
Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li - [NeurIPS 2020] TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation. [paper]
Li, Dongxu, Chenchen Xu, Xin Yu, Kaihao Zhang, Benjamin Swift, Hanna Suominen, and Hongdong Li - [FG 2020] Neural Sign Language Translation by Learning Tokenization. [paper]
Orbay, Alptekin, and Lale Akarun - [CVPR 2020] Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation.[paper]
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, Richard Bowden - [CVPR 2018] Neural Sign Language Translation. [paper]
Necati Cihan Camgoz, Simon Hadfield, Oscar Koller, Hermann Ney, Richard Bowden