Artem Sokolov

Research Scientist, Google

Joined

July 2019

Names

Artem Sokolov

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Research Scientist

Google (google.com)

2020 – Present

Research Scientist

Amazon Development Center Germany (amazon.de)

2015 – 2020

Postdoc

Institute for Computational Linguistics, Heidelberg University, Heidelberg University (cl.uni-heidelberg.de)

2012 – 2015

Advisors, Relations & Conflicts

Postdoc Advisor

Stefan Riezler

2012 – 2015

Postdoc Advisor

Francois Urvoy

2010 – 2012

Postdoc Advisor

Tanguy Urvoy

2009 – 2010

Expertise

No areas of expertise listed

Publications

Teaching Consensus Rules (and Exceptions) to LLMs for Trustworthy Medical Reasoning
Michael Staniek, Artem Sokolov, Stefan Riezler
- Submitted to ICLR 2026
- Readers: Everyone
Imitating Language via Scalable Inverse Reinforcement Learning
Markus Wulfmeier, Michael Bloesch, Nino Vieillard, Arun Ahuja, Jorg Bornschein, Sandy Huang, Artem Sokolov, Matt Barnes, Guillaume Desjardins, Alex Bewley, Sarah Maria Elisabeth Bechtle, Jost Tobias Springenberg, Nikola Momchev, Olivier Bachem, Matthieu Geist, Martin Riedmiller
- NeurIPS 2024 poster
- Readers: Everyone
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets
Irina Bejan, Artem Sokolov, Katja Filippova
- EMNLP 2023 Main
- Readers: Everyone
Make Every Example Count: On Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets
Irina Bejan, Artem Sokolov, Katja Filippova
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife et al. (32 additional authors not shown)
- 2022 (modified: 04 Nov 2022)
- Trans. Assoc. Comput. Linguistics 2022
- Readers: Everyone
Scaling Up Influence Functions
Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov
- 2022 (modified: 17 Apr 2023)
- AAAI 2022
- Readers: Everyone
Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks
Nathaniel Berger, Stefan Riezler, Artem Sokolov, Sebastian Ebert
- 29 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Fixing exposure bias with imitation learning needs powerful oracles
Luca Hormann, Artem Sokolov
- 29 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Controlling Machine Translation for Multiple Attributes with Additive Interventions
Andrea Schioppa, Artem Sokolov, David Vilar, Katja Filippova
- 29 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits
Julia Kreutzer, David Vilar, Artem Sokolov
- 29 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 45 publications

Co-Authors

View all 100 co-authors