Oleksii Hrinchuk

36 papers A 1C 1Misc 4Journal 20Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Anticipating Future with Large Language Model for Simultaneous Machine Translation.
NAACL (Long Papers)
Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2025 Misc conf
Chain-of-Thought Prompting for Speech Translation.
ICASSP
Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025 Misc conf
EMMeTT: Efficient Multimodal Machine Translation Training.
ICASSP
Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2024 J jnl
Anticipating Future with Large Language Model for Simultaneous Machine Translation.
CoRR
Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2024 J jnl
BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5.
CoRR
Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
2024 — conf
Bestow: Efficient and Streamable Speech Language Model with The Best of Two Worlds in GPT and T5.
SLT
Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
2024 J jnl
Chain-of-Thought Prompting for Speech Translation.
CoRR
Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024 J jnl
EMMeTT: Efficient Multimodal Machine Translation Training.
CoRR
Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2024 A conf
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data.
INTERSPEECH
Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024 J jnl
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data.
CoRR
Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024 — conf
Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation.
SLT
Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko
2024 J jnl
Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation.
CoRR
Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko
2024 Misc conf
SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation.
ICASSP
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
2023 C conf
Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition.
ASRU
Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
2023 J jnl
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition.
CoRR
Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg
2023 — conf
Leveraging Synthetic Targets for Machine Translation.
ACL (Findings)
Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev
2023 J jnl
Leveraging Synthetic Targets for Machine Translation.
CoRR
Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev
2023 — conf
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023.
IWSLT@ACL
Oleksii Hrinchuk, Vladimir Bataev, Evelina Bakhturina, Boris Ginsburg
2023 J jnl
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation.
CoRR
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
2022 J jnl
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation.
CoRR
Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev
2022 — conf
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022.
IWSLT@ACL
Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev
2021 J jnl
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21.
CoRR
Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev
2021 — conf
NVIDIA NeMo's Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21.
WMT@EMNLP
Sandeep Subramanian, Oleksii Hrinchuk, Virginia Adams, Oleksii Kuchaiev
2020 Misc conf
Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model.
ICASSP
Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg
2020 — conf
Tensorized Embedding Layers.
EMNLP (Findings)
Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova, Elena Orlova, Ivan V. Oseledets
2019 J jnl
Artificial Intelligence for Prosthetics - challenge solutions.
CoRR
Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hongsheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp
2019 J jnl
Catalyst.RL: A Distributed Framework for Reproducible RL Research.
CoRR
Sergey Kolesnikov, Oleksii Hrinchuk
2019 J jnl
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model.
CoRR
Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg
2019 — conf
Generalized Tensor Models for Recurrent Neural Networks.
ICLR (Poster)
Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets
2019 J jnl
Generalized Tensor Models for Recurrent Neural Networks.
CoRR
Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets
2019 J jnl
NeMo: a toolkit for building AI applications using Neural Modules.
CoRR
Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, Patrice Castonguay, Mariya Popova, Jocelyn Huang, Jonathan M. Cohen
2019 J jnl
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks.
CoRR
Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen
2019 J jnl
Tensorized Embedding Layers for Efficient Model Compression.
CoRR
Valentin Khrulkov, Oleksii Hrinchuk, Leyla Mirvakhabova, Ivan V. Oseledets
2018 J jnl
Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control.
IEEE Pervasive Comput.
Andrey Somov, Dmitrii G. Shadrin, Ilia Fastovets, Artyom Nikitin, Sergey A. Matveev, Ivan V. Oseledets, Oleksii Hrinchuk
2017 — conf
Riemannian Optimization for Skip-Gram Negative Sampling.
ACL (1)
Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets
2017 J jnl
Riemannian Optimization for Skip-Gram Negative Sampling.
CoRR
Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets