Andrey Bout

Principal Researcher, Yandex

Joined

December 2021

Names

Andrey Bout (Preferred)

Emails

****@huawei.com (Confirmed)

****@ya.ru (Confirmed)

Personal Links

DBLP

Semantic Scholar

ACL Anthology

Career & Education History

Principal Researcher

Yandex (yandex-team.ru)

2024 – Present

Principal Researcher

Huawei Noah's Ark Lab (huawei.com)

2019 – 2024

Researcher

Kaspersky Lab (kaspersky.com)

2016 – 2019

Researcher

Samsung (samsung.com)

2014 – 2016

PhD student

Southern Federal University (sfedu.ru)

2012 – 2016

MS student

Southern Federal University (sfedu.ru)

2010 – 2012

Undergrad student

Southern Federal University (sfedu.ru)

2006 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

NLP

2016 – Present

Multimodal

2014 – 2018

Publications

GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey Nikolenko, Irina Piontkovskaya
- OpenReview Archive Direct Upload
- Readers: Everyone
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option
Konstantin Yakovlev, Sergey I. Nikolenko, Andrey Bout
- EMNLP (Findings) 2024
- Readers: Everyone
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
Andrey Bout, Alexander Podolskiy, Sergey Nikolenko, Irina Piontkovskaya
- EMNLP 2023 Main
- Readers: Everyone
PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing
Xiaozhe Ren, Pingyi Zhou, Xinfan Meng, Xinjing Huang, Yadao Wang, Weichao Wang, Pengfei Li, Xiaoda Zhang, Alexander Podolskiy, Grigory Arshinov, Andrey Bout, Irina Piontkovskaya, Jiansheng Wei, Xin Jiang, Teng Su, Qun Liu, Jun Yao
- Published: 01 Jan 2023, Last Modified: 28 Jun 2023
- CoRR 2023
- Readers: Everyone
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya
- Published: 01 Jan 2023, Last Modified: 19 Jan 2024
- ACL (1) 2023
- Readers: Everyone
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
Andrey Bout, Alexander Podolskiy, Sergey I. Nikolenko, Irina Piontkovskaya
- Published: 01 Jan 2023, Last Modified: 19 Jan 2024
- EMNLP 2023
- Readers: Everyone
Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval
Konstantin Yakovlev, Gregory Polyakov, Ilseyar Alimova, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya
- Published: 01 Jan 2023, Last Modified: 19 Jan 2024
- SIGIR 2023
- Readers: Everyone
Template-based Approach to Zero-shot Intent Recognition
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
- Published: 01 Jan 2022, Last Modified: 28 Jun 2023
- CoRR 2022
- Readers: Everyone
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection
Alexander Podolskiy, Dmitry Lipin, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya
- 2021 (modified: 14 Oct 2021)
- AAAI 2021
- Readers: Everyone
Single Example Can Improve Zero-Shot Data Generation
Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya
- 2021 (modified: 14 Oct 2021)
- INLG 2021
- Readers: Everyone

View all 12 publications

Co-Authors

View all 29 co-authors