Artem Sokolov

About Artem Sokolov

Artem Sokolov, With an exceptional h-index of 20 and a recent h-index of 12 (since 2020), a distinguished researcher at Ruprecht-Karls-Universität Heidelberg,

His recent articles reflect a diverse array of research interests and contributions to the field:

Hybrid Dataset for Speech Emotion Recognition in Russian Language

Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts

Make every example count: On the stability and utility of self-influence for learning from noisy NLP datasets

Scaling up influence functions

Quality at a glance: An audit of web-crawled multilingual datasets

Don't Search for a Search Method--Simple Heuristics Suffice for Adversarial Text Attacks

СОВРЕМЕННЫЕ РЕШЕНИЯ В ОБЛАСТИ ИНФОРМАЦИОННОЙ БЕЗОПАСНОСТИ ЛОКАЛЬНЫХ СЕТЕЙ

Fixing exposure bias with imitation learning needs powerful oracles

Artem Sokolov Information

University

Position

Research Scientist Google &

Citations(all)

1302

Citations(since 2020)

819

Cited By

751

hIndex(all)

20

hIndex(since 2020)

12

i10Index(all)

29

i10Index(since 2020)

15

Email

University Profile Page

Ruprecht-Karls-Universität Heidelberg

Google Scholar

View Google Scholar Profile

Top articles of Artem Sokolov

Title

Journal

Author(s)

Publication Date

Hybrid Dataset for Speech Emotion Recognition in Russian Language

Vladimir Kondratenko

Nikolay Karpov

Artem Sokolov

Nikita Savushkin

Oleg Kutuzov

...

2023

Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts

arXiv preprint arXiv:2307.08426

Rebekka Hubert

Artem Sokolov

Stefan Riezler

2023/7/17

Make every example count: On the stability and utility of self-influence for learning from noisy NLP datasets

arXiv preprint arXiv:2302.13959

Irina Bejan

Artem Sokolov

Katja Filippova

2023/2/27

Scaling up influence functions

Proceedings of the AAAI Conference on Artificial Intelligence

Andrea Schioppa

Polina Zablotskaia

David Vilar

Artem Sokolov

2022/6/28

Quality at a glance: An audit of web-crawled multilingual datasets

Transactions of the Association for Computational Linguistics

Julia Kreutzer

Isaac Caswell

Lisa Wang

Ahsan Wahab

Daan van Esch

...

2022/1/31

Don't Search for a Search Method--Simple Heuristics Suffice for Adversarial Text Attacks

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Nathaniel Berger

Stefan Riezler

Artem Sokolov

Sebastian Ebert

2021/9/16

СОВРЕМЕННЫЕ РЕШЕНИЯ В ОБЛАСТИ ИНФОРМАЦИОННОЙ БЕЗОПАСНОСТИ ЛОКАЛЬНЫХ СЕТЕЙ

АМ Соколов

2021

Fixing exposure bias with imitation learning needs powerful oracles

arXiv preprint arXiv:2109.04114

Luca Hormann

Artem Sokolov

2021/9/9

Controlling Machine Translation for Multiple Aspects with Additive Interventions

Andrea Schioppa

Artem Sokolov

David Vilar Torres

Katja Filippova

2021

Controlling machine translation for multiple attributes with additive interventions

Andrea Schioppa

David Vilar

Artem Sokolov

Katja Filippova

2021/11

Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits

EMNLP Findings

Julia Kreutzer

David Vilar

Artem Sokolov

2021/10/13

Sparse perturbations for improved convergence in stochastic zeroth-order optimization

Mayumi Ohta

Nathaniel Berger

Artem Sokolov

Stefan Riezler

2020/6/2

Aggregation Methods

Policy

Artem Sokolov

2020/2/19

Современные проблемы логистики и пути их решения

Старт в науке, Экономика

АМ Соколов

2020

See List of Professors in Artem Sokolov University(Ruprecht-Karls-Universität Heidelberg)