| 2023 | EMNLP | Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. | Irina Bejan, Artem Sokolov, Katja Filippova |
| 2023 | Interspeech | Hybrid Dataset for Speech Emotion Recognition in Russian Language. | Vladimir Kondratenko, Nikolay Karpov, Artem Sokolov, Nikita Savushkin, Oleg Kutuzov, Fyodor Minkin |
| 2022 | AAAI | Scaling Up Influence Functions. | Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov |
| 2021 | EMNLP | Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks. | Nathaniel Berger, Stefan Riezler, Sebastian Ebert, Artem Sokolov |
| 2021 | EMNLP | Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits. | Julia Kreutzer, David Vilar, Artem Sokolov |
| 2021 | EMNLP | Controlling Machine Translation for Multiple Attributes with Additive Interventions. | Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova |
| 2021 | KES | Nonlinearity of Many-Valued Logic Component Functions of Modern Cryptographic Algorithms S-boxes. | Nadiia Kazakova, Mikolaj P. Karpinski, Artem Sokolov, Tomasz Gancarczyk |
| 2020 | AMTA | Non-linear n-best List Reranking with Few Features. | Artem Sokolov, Guillaume Wisniewski, Franois Yvon |
| 2018 | AMTA | The Sockeye Neural Machine Translation Toolkit at AMTA 2018. | Felix Hieber, Tobias Domhan, Michael J. Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post |
| 2017 | ACL | Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. | Julia Kreutzer, Artem Sokolov, Stefan Riezler |
| 2017 | EMNLP | Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation. | Carolin Lawrence, Artem Sokolov, Stefan Riezler |
| 2016 | ACL | Learning Structured Predictors from Bandit Feedback for Interactive NLP. | Artem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler |
| 2016 | ECIR | A Full-Text Learning to Rank Dataset for Medical Information Retrieval. | Vera Boteva, Demian Gholipour Ghalandari, Artem Sokolov, Stefan Riezler |
| 2016 | PSB | One-Class Detection of Cell States in Tumor Subtypes. | Artem Sokolov, Evan O. Paull, Joshua M. Stuart |
| 2015 | CoNLL | A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation. | Artem Sokolov, Stefan Riezler, Shay B. Cohen |
| 2015 | ICML | Coactive Learning for Interactive Machine Translation. | Artem Sokolov, Stefan Riezler, Shay B. Cohen |
| 2014 | ACL | Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval. | Shigehiko Schamoni, Felix Hieber, Artem Sokolov, Stefan Riezler |
| 2014 | SIGIR | Learning to translate queries for CLIR. | Artem Sokolov, Felix Hieber, Stefan Riezler |
| 2013 | EMNLP | Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings. | Artem Sokolov, Laura Jehl, Felix Hieber, Stefan Riezler |
| 2012 | EACL | Computing Lattice BLEU Oracle Scores for Machine Translation. | Artem Sokolov, Guillaume Wisniewski, Franois Yvon |
| 2011 | EAMT | Minimum Error Rate Training Semiring. | Artem Sokolov, Franois Yvon |
| 2006 | PPSN | Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse Benchmarks. | L. Darrell Whitley, Monte Lunacek, Artem Sokolov |
| 2005 | CEC | Dynamic power minimization during combinational circuit testing as a traveling salesman problem. | Artem Sokolov, Alodeep Sanyal, L. Darrell Whitley, Yashwant K. Malaiya |
| 2005 | GECCO | Unbiased tournament selection. | Artem Sokolov, L. Darrell Whitley |
| 2005 | GECCO | Alternative implementations of the Griewangk function. | Artem Sokolov, L. Darrell Whitley, Monte Lunacek |