Hao-Yang Huang

Most-cited papers

UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation
Huaishao Luo, Lei Ji, Botian Shi, Hao-Yang Huang +4 more
2020arXiv.org409 citations
Semantic Scholar
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Hao-Yang Huang, Tianyi Tang, Dong-Dong Zhang, W. Zhao +3 more
2023Conference on Empirical Methods in Natural Language Processing291 citations Open access
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Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks
Hao-Yang Huang, Yaobo Liang, Nan Duan, Ming Gong +3 more
2019Conference on Empirical Methods in Natural Language Processing245 citations Open access
Semantic Scholar
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
Tianyi Tang, Wenyang Luo, Hao-Yang Huang, Dong-Dong Zhang +4 more
2024Annual Meeting of the Association for Computational Linguistics150 citations
Semantic Scholar
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Haoran Li, Qingxiu Dong, Zheng-Yang Tang, Chaojun Wang +16 more
2024Trans. Mach. Learn. Res.124 citations
Semantic Scholar
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training
Minheng Ni, Hao-Yang Huang, Lin Su, Edward Cui +4 more
2021Computer Vision and Pattern Recognition123 citations
Semantic Scholar
XGPT: Cross-modal Generative Pre-Training for Image Captioning
Qiaolin Xia, Hao-Yang Huang, Nan Duan, Dong-Dong Zhang +6 more
2020Natural Language Processing and Chinese Computing86 citations Open access
Semantic Scholar
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
Y. Jiang, Tianyu Liu, Shu-Ming Ma, Dong-Dong Zhang +6 more
2021North American Chapter of the Association for Computational Linguistics82 citations Open access
Semantic Scholar
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task
Jian Yang, Shu-Ming Ma, Hao-Yang Huang, Dong-Dong Zhang +7 more
2021Conference on Machine Translation46 citations
Semantic Scholar
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders
Shuming Ma, Jian Yang, Hao-Yang Huang, Zewen Chi +9 more
2020arXiv.org41 citations
Semantic Scholar
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models
Hong-Yuan Lu, Haoran Yang, Hao-Yang Huang, Dong-Dong Zhang +2 more
2023Conference on Empirical Methods in Natural Language Processing34 citations Open access
Semantic Scholar
NÜWA-LIP: Language-guided Image Inpainting with Defect-free VQGAN
Minheng Ni, Chenfei Wu, Hao-Yang Huang, Da-Xin Jiang +2 more
2022Computer Vision and Pattern Recognition33 citations Open access
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Multilingual Agreement for Multilingual Neural Machine Translation
Jian Yang, Yuwei Yin, Shu-Ming Ma, Hao-Yang Huang +3 more
2021Annual Meeting of the Association for Computational Linguistics32 citations Open access
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GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator
Jian Yang, Shu-Ming Ma, Li Dong, Shao-Han Huang +6 more
2022Annual Meeting of the Association for Computational Linguistics28 citations Open access
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LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation
Hong-Cheng Guo, Jiaheng Liu, Hao-Yang Huang, Jian Yang +4 more
2022Conference on Empirical Methods in Natural Language Processing27 citations Open access
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Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts
Roy Bar-Haim, L. Ein-Dor, Matan Orbach, Elad Venezian +496 more
202126 citations Open access
Semantic Scholar
GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation
Jian Yang, Jian Yang, Yuwei Yin, Shu-Ming Ma +4 more
2022IEEE/ACM Transactions on Audio Speech and Language Processing25 citations Open access
Semantic Scholar
Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing
Tianyi Tang, Hong-Yuan Lu, Y. Jiang, Hao-Yang Huang +3 more
2023arXiv.org17 citations Open access
Semantic Scholar
Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References
Tianyi Tang, Hong-Yuan Lu, Y. Jiang, Hao-Yang Huang +4 more
2023North American Chapter of the Association for Computational Linguistics16 citations Open access
Semantic Scholar
Hierarchical Context-aware Network for Dense Video Event Captioning
Lei Ji, Xianglin Guo, Hao-Yang Huang, Xi-Lin Chen
2021Annual Meeting of the Association for Computational Linguistics14 citations Open access
Semantic Scholar
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages
Weijia Xu, Yuwei Yin, Shu-Ming Ma, Dong-Dong Zhang +1 more
2021Conference on Empirical Methods in Natural Language Processing11 citations Open access
Semantic Scholar
Learning to Select Relevant Knowledge for Neural Machine Translation
Jian Yang, Juncheng Wan, Shu-Ming Ma, Hao-Yang Huang +4 more
2021Natural Language Processing and Chinese Computing9 citations
Semantic Scholar
HanoiT: Enhancing Context-aware Translation via Selective Context
Jian Yang, Yuwei Yin, Shu-Ming Ma, Liqun Yang +6 more
2023International Conference on Database Systems for Advanced Applications8 citations Open access
Semantic Scholar
Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax Prior
Bowen Wu, Hao-Yang Huang, Zong-Sheng Wang, Qi-Hang Feng +2 more
2019Conference on Empirical Methods in Natural Language Processing8 citations Open access
Semantic Scholar
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training
Hao-Yang Huang, Lin Su, Di Qi, Nan Duan +10 more
2020arXiv.org7 citations
Semantic Scholar
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets
Hong-Yuan Lu, Hao-Yang Huang, Shu-Ming Ma, Dong-Dong Zhang +5 more
2023Conference on Empirical Methods in Natural Language Processing6 citations Open access
Semantic Scholar
Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models
Hong-Yuan Lu, Hao-Yang Huang, Shu-Ming Ma, Dong-Dong Zhang +2 more
20224 citations
Semantic Scholar
Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation
Hong-Yuan Lu, Hao-Yang Huang, Shu-Ming Ma, Dong-Dong Zhang +2 more
2022arXiv.org3 citations Open access
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SMDT: Selective Memory-Augmented Neural Document Translation
Xu Zhang, Jian Yang, Jian Yang, Hao-Yang Huang +4 more
2022arXiv.org3 citations
Semantic Scholar
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models
Liang Zhang, Qin Jin, Hao-Yang Huang, Dong-Dong Zhang +1 more
2024Annual Meeting of the Association for Computational Linguistics2 citations Open access
Semantic Scholar
BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation
Y. Jiang, Shu-Ming Ma, Dong-Dong Zhang, Jian Yang +2 more
2021arXiv.org2 citations
Semantic Scholar
OmniDelta: Skill-Driven Budget Allocation for Token Compression in OmniLLMs
Hao-Yang Huang, Wen-Jie Huang, Tian-Qi Xu, Hongyaoxing Gu +13 more
2026arXiv.org1 citations
Semantic Scholar
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation
Hong-Yuan Lu, Hao-Yang Huang, Dong-Dong Zhang, Furu Wei +1 more
2022Findings1 citations Open access
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One-stop Training of Multiple Capacity Models
Lan Jiang, Hao-Yang Huang, Dong-Dong Zhang, R. Jiang +1 more
2023arXiv.org0 citations Open access
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