Evgenii Tsymbalov

Researcher, Amazon

Joined

August 2021

Names

Evgenii Tsymbalov (Preferred)

Eugene Tsymbalov

Emails

****@skoltech.ru (Confirmed)

****@yandex-team.ru (Confirmed)

****@gmail.com (Confirmed)

****@meteum.ai (Confirmed)

****@amazon.de (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.de)

2022 – Present

Researcher

Apptek (apptek.com)

2023 – 2024

Researcher

Meteum.AI (meteum.ai)

2021 – 2022

Researcher

Huawei Technologies Ltd. (huawei.com)

2020 – 2021

PhD student

Skoltech (skoltech.ru)

2016 – 2020

Advisors, Relations & Conflicts

Coauthor

Maxim Panov

2017 – Present

PhD Advisor

Alexander V. Shapeev

2016 – 2020

Expertise

multimodality

2024 – Present

LLMs

2022 – Present

uncertainty estimation

2018 – Present

deep learning

2018 – Present

physics-informed networks

2018 – 2024

Publications

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov
- ACL (Findings) 2024
- Readers: Everyone
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change
David Thulke, Yingbo Gao, Petrus Pelser, Rein Brune, Rricha Jalota, Floris Fok, Michael Ramos, Ian van Wyk, Abdallah Nasir, Hayden Goldstein, Taylor Tragemann, Katie Nguyen, Ariana Fowler, Andrew Stanco, Jon Gabriel, Jordan Taylor, Dean Moro, Evgenii Tsymbalov, Juliette de Waal, Evgeny Matusov et al. (6 additional authors not shown)
- Published: 01 Jan 2024, Last Modified: 08 Apr 2024
- CoRR 2024
- Readers: Everyone
RuDar: Weather Radar Dataset for Precipitation Nowcasting with Geographical and Seasonal Variability
Petr Vytovtov, Eugenia Elistratova, Evgenii Tsymbalov, Alexander Ganshin, Yuri Pavlyukov
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov
- 2022 (modified: 16 Nov 2022)
- ACL (1) 2022
- Readers: Everyone
How Certain is Your Transformer?
Artem Shelmanov, Evgenii Tsymbalov, Dmitry Puzyrev, Kirill Fedyanin, Alexander Panchenko, Maxim Panov
- 2021 (modified: 16 Nov 2022)
- EACL 2021
- Readers: Everyone
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling
Kirill Fedyanin, Evgenii Tsymbalov, Maxim Panov
- 2021 (modified: 16 Apr 2023)
- AIST (Supplement) 2021
- Readers: Everyone
Building a Classification System for Failed Test Reports: Industrial Experience
Sergey Pavlov, Anna Gromova, Iosif Itkin, Murad Mamedov, Alexander Libkov, Andrey Novikov, Evgenii Tsymbalov
- AITest 2020
- Readers: Everyone
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampled Implicit Ensembles
Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov
- 2020 (modified: 16 Nov 2022)
- CoRR 2020
- Readers: Everyone
User-Assisted Log Analysis for Quality Control of Distributed Fintech Applications
Iosif Itkin, Anna Gromova, Anton Sitnikov, Dmitry Legchikov, Evgenii Tsymbalov, Rostislav Yavorskiy, Andrey Novikov, Kirill Rudakov
- AITest 2019
- Readers: Everyone

View all 16 publications

Co-Authors

View all 61 co-authors