## Machine Translation

 ### Associated Publications

 

### 2026 

[Test-Time Alignment for Large Language Models via Textual Model Predictive Control](/publication/2026-04_test-time-alignment-large-language-models-textual-model-predictive-control)

Kuang-Da Wang, Teng-Ruei Chen, Yu Heng Hung, Guo-Xun Ko, Shuoyang Ding, [Frank Wang](/person/frank-wang), [Huck Yang](/person/huck-yang), Wen-Chih Peng, Ping-Chun Hsieh



[ICLR](https://openreview.net/forum?id=DsS3xRPSs5)









### 2024 

[Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models](/index.php/publication/2024-12_self-taught-recognizer-toward-unsupervised-adaptation-speech-foundation-models)

Yuchen Hu, Chen Chen, [Huck Yang](/index.php/person/huck-yang), Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang



[NeurIPS](https://arxiv.org/pdf/2405.14161)









[FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model](/publication/2024-11_fastadasp-multitask-adapted-efficient-inference-large-speech-language-model)

Yichen Lu, Jiaqi Song, [Huck Yang](/person/huck-yang), Shinji Watanabe



[EMNLP](https://aclanthology.org/2024.emnlp-industry.33.pdf)









[GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators](/index.php/publication/2024-08_gentranslate-large-language-models-are-generative-multilingual-speech-and)

Yuchen Hu, Chen Chen, [Huck Yang](/index.php/person/huck-yang), Ruizhe Li, Zhehuai Chen, Eng Siong Chng



[ACL 2024](https://arxiv.org/pdf/2402.06894)









[An Empirical Study of Mamba-based Language Models](/publication/2024-06_empirical-study-mamba-based-language-models)

Roger Waleffe, [Wonmin Byeon](/person/wonmin-byeon), Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu, [Ali Hatamizadeh](/person/ali-hatamizadeh), Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper, [Jan Kautz](/person/jan-kautz), Mohammad Shoeybi, Bryan Catanzaro



<https://arxiv.org/pdf/2406.07887>









[Large Language Models are Efficient Learners of Noise-Robust Speech Recognition](/index.php/publication/2024-05_large-language-models-are-efficient-learners-noise-robust-speech-recognition)

YuChen Hu, Chen Chen, [Huck Yang](/index.php/person/huck-yang), Ruizhe Li, Chao Zhang, Pin-Yu Chen, EnSiong Chng



[ICLR 2024](https://iclr.cc/Conferences/2024)









[It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition](/index.php/publication/2024-05_it-s-never-too-late-fusing-acoustic-information-large-language-models-automatic)

Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Ensiong Chng, [Huck Yang](/index.php/person/huck-yang)



[ICLR 2024](https://iclr.cc/Conferences/2024)









[A Chat about Boring Problems: Studying GPT-Based Text Normalization](/publication/2024-03_chat-about-boring-problems-studying-gpt-based-text-normalization)

Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg



[ICASSP](https://ieeexplore.ieee.org/xpl/conhome/10445798/proceeding)









### 2023 

[Leveraging Synthetic Targets for Machine Translation](/index.php/publication/2023-05_leveraging-synthetic-targets-machine-translation)

Sarthak Mittal, Oleskii Hrinchuk, Oleksii Kuchaiev













[Efficient Sequence Transduction by Jointly Predicting Tokens and Durations](/publication/2023-04_efficient-sequence-transduction-jointly-predicting-tokens-and-durations)

Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg













### 2022 

[Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation](/index.php/publication/2022-06_finding-right-recipe-low-resource-domain-adaptation-neural-machine-translation)

Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev













[NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022](/index.php/publication/2022-05_nvidia-nemo-offline-speech-translation-systems-iwslt-2022)

Oleksii Hrinchuk, Vahid Noroozi, Abhinav Khattar, Anton Peganov, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev



[IWSLT](https://aclanthology.org/2022.iwslt-1.18/)









### 2021 

[NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21](/index.php/publication/2021-11_nvidia-nemo-neural-machine-translation-systems-english-german-and-english)

Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev













 

 



 ### Researchers

 

[Huck Yang](/index.php/person/huck-yang)