Artem Sokolov

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 50

Top Topics

Machine Translation

Cryptographic Algorithms

Speech Emotion Recognition

Top Venues

Publications

Nadiia Kazakova, Artem Sokolov, Nataliia Balandina
Dependence of the Algebraic Nonlinearity of 4-Functions of Two Variables from the Cryptographic Properties of Their Component Boolean Functions (short paper). CPITS (2024)
Rebekka Hubert, Artem Sokolov, Stefan Riezler
Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts. CoRR (2023)
Maulik K. Nariya, Caitlin E. Mills, Peter K. Sorger, Artem Sokolov
Paired evaluation of machine-learning models characterizes effects of confounders and outliers. Patterns 4 (8) (2023)
Rebekka Hubert, Artem Sokolov, Stefan Riezler
Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts. IWSLT@ACL (2023)
Vladimir Kondratenko, Nikolay Karpov, Artem Sokolov, Nikita Savushkin, Oleg Kutuzov, Fyodor Minkin
Hybrid Dataset for Speech Emotion Recognition in Russian Language. INTERSPEECH (2023)
Maulik K. Nariya, Caitlin E. Mills, Peter K. Sorger, Artem Sokolov
Correction: Paired evaluation of machine-learning models characterizes effects of confounders and outliers. Patterns 4 (8) (2023)
Irina Bejan, Artem Sokolov, Katja Filippova
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. EMNLP (2023)
Irina Bejan, Artem Sokolov, Katja Filippova
Make Every Example Count: On Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. CoRR (2023)
Juan Carlos Vizcarra, Erik A. Burlingame, Clemens B. Hug, Yury Goltsev, Brian S. White, Darren R. Tyson, Artem Sokolov
A community-based approach to image analysis of cells, tissues and tumors. Comput. Medical Imaging Graph. 95 (2022)
Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov
Scaling Up Influence Functions. AAAI (2022)
Elena Bakunina, Artem Sokolov
The Pseudorandom Key Sequences Generator Based on IV-Sets of Quaternary Bent-Sequences. CMIS (2022)
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, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. Trans. Assoc. Comput. Linguistics 10 (2022)
Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias Hübner, Dmitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov, Björn W. Schuller
On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era. CoRR (2021)
Nathaniel Berger, Stefan Riezler, Artem Sokolov, Sebastian Ebert
Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks. CoRR (2021)
Artem Sokolov, Nadiia Kazakova, Lydia Kuzmenko, Mariia Mahomedova
Prerequisites for Developing a Methodology for Estimating and Increasing Cryptographic Strength based on Many-Valued Logic Functions. CPITS (2021)
Julia Kreutzer, David Vilar, Artem Sokolov
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits. CoRR (2021)
Nathaniel Berger, Stefan Riezler, Sebastian Ebert, Artem Sokolov
Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks. EMNLP (1) (2021)
Nadiia Kazakova, Mikolaj P. Karpinski, Artem Sokolov, Tomasz Gancarczyk
Nonlinearity of Many-Valued Logic Component Functions of Modern Cryptographic Algorithms S-boxes. KES (2021)
Isaac Caswell, Julia Kreutzer, 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, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. CoRR (2021)
Julia Kreutzer, David Vilar, Artem Sokolov
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits. EMNLP (Findings) (2021)
Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova
Controlling Machine Translation for Multiple Attributes with Additive Interventions. EMNLP (1) (2021)
Luca Hormann, Artem Sokolov
Fixing exposure bias with imitation learning needs powerful oracles. CoRR (2021)
Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov
Scaling Up Influence Functions. CoRR (2021)
Vasiliy Kuzmin, Fyodor Kravchenko, Artem Sokolov, Jie Geng
Real-time Streaming Wave-U-Net with Temporal Convolutions for Multichannel Speech Enhancement. CoRR (2021)
Artem Sokolov, Guillaume Wisniewski, François Yvon
Non-linear n-best List Reranking with Few Features. AMTA (2020)
Artem Sokolov, Andrey V. Savchenko
Gender domain adaptation for automatic speech recognition task. CoRR (2020)
Robert Krüger, Johanna Beyer, Won-Dong Jang, Nam Wook Kim, Artem Sokolov, Peter K. Sorger, Hanspeter Pfister
Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Mayumi Ohta, Nathaniel Berger, Artem Sokolov, Stefan Riezler
Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization. LOD (2) (2020)
Nadiia Kazakova, Artem Sokolov
Spectral and Nonlinear Properties of the Complete Quaternary Code. CPITS (2020)
Mayumi Ohta, Nathaniel Berger, Artem Sokolov, Stefan Riezler
Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization. CoRR (2020)
Artem Sokolov, Djiofack Temgoua Vanssa Noel
Nonlinear Properties of Rijndael S-boxes Represented by the Many-Valued Logic Functions. CybHyg (2019)
Artem Sokolov
Interrelation Between the Class of Bent-Sequences and the Class of Perfect Binary Arrays. CMIS (2019)
Julia Kreutzer, Artem Sokolov
Learning to Segment Inputs for NMT Favors Character-Level Processing. CoRR (2018)
Julia Kreutzer, Artem Sokolov
Learning to Segment Inputs for NMT Favors Character-Level Processing. IWSLT (2018)
Artem Sokolov, Julian Hitschler, Stefan Riezler
Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction. CoRR (2018)
Felix Hieber, Tobias Domhan, Michael J. Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post
The Sockeye Neural Machine Translation Toolkit at AMTA 2018. AMTA (1) (2018)
Artem Sokolov, Julia Kreutzer, Kellen Sunderland, Pavel Danchenko, Witold Szymaniak, Hagen Fürstenau, Stefan Riezler
A Shared Task on Bandit Learning for Machine Translation. WMT (2017)
Julia Kreutzer, Artem Sokolov, Stefan Riezler
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. ACL (1) (2017)
Julia Kreutzer, Artem Sokolov, Stefan Riezler
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. CoRR (2017)
Artem Sokolov, Julia Kreutzer, Kellen Sunderland, Pavel Danchenko, Witold Szymaniak, Hagen Fürstenau, Stefan Riezler
A Shared Task on Bandit Learning for Machine Translation. CoRR (2017)
Carolin Lawrence, Artem Sokolov, Stefan Riezler
Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation. CoRR (2017)
Carolin Lawrence, Artem Sokolov, Stefan Riezler
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation. EMNLP (2017)
Felix Hieber, Tobias Domhan, Michael J. Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post
Sockeye: A Toolkit for Neural Machine Translation. CoRR (2017)
Vera Boteva, Demian Gholipour Ghalandari, Artem Sokolov, Stefan Riezler
A Full-Text Learning to Rank Dataset for Medical Information Retrieval. ECIR (2016)
Artem Sokolov, Julia Kreutzer, Stefan Riezler
Stochastic Structured Prediction under Bandit Feedback. CoRR (2016)
Artem Sokolov, Julia Kreutzer, Stefan Riezler, Christopher Lo
Stochastic Structured Prediction under Bandit Feedback. NIPS (2016)
Artem Sokolov, Evan O. Paull, Joshua M. Stuart
One-Class Detection of Cell States in Tumor Subtypes. PSB (2016)
Artem Sokolov, Daniel E. Carlin, Evan O. Paull, Robert Baertsch, Joshua M. Stuart
Pathway-Based Genomics Prediction using Generalized Elastic Net. PLoS Comput. Biol. 12 (3) (2016)
Artem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler
Learning Structured Predictors from Bandit Feedback for Interactive NLP. ACL (1) (2016)
Artem Sokolov, Stefan Riezler, Tanguy Urvoy
Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation. CoRR (2016)
Artem Sokolov, Stefan Riezler, Shay B. Cohen
A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation. CoNLL (2015)
Artem Sokolov, Stefan Riezler, Tanguy Urvoy
Bandit structured prediction for learning from partial feedback in statistical machine translation. MTSummit (2015)
Artem Sokolov, Stefan Riezler, Shay B. Cohen
Coactive Learning for Interactive Machine Translation. MLIS@ICML (2015)
Shigehiko Schamoni, Felix Hieber, Artem Sokolov, Stefan Riezler
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval. ACL (2) (2014)
Artem Sokolov, Felix Hieber, Stefan Riezler
Learning to translate queries for CLIR. SIGIR (2014)
Artem Sokolov, Laura Jehl, Felix Hieber, Stefan Riezler
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings. EMNLP (2013)
Artem Sokolov, Christopher S. Funk, Kiley Graim, Karin Verspoor, Asa Ben-Hur
Combining heterogeneous data sources for accurate functional annotation of proteins. BMC Bioinform. 14 (S-3) (2013)
Patrick Simianer, Gesa Stupperich, Laura Jehl, Katharina Wäschle, Artem Sokolov, Stefan Riezler
The HDU Discriminative SMT System for Constrained Data PatentMT at NTCIR10. NTCIR (2013)
Artem Sokolov, Guillaume Wisniewski, François Yvon
Lattice BLEU oracles in machine translation. ACM Trans. Speech Lang. Process. 10 (4) (2013)
Sam Ng, Eric A. Collisson, Artem Sokolov, Theodore Goldstein, Abel Gonzalez-Perez, Núria López-Bigas, Christopher Benz, David Haussler, Joshua M. Stuart
PARADIGM-SHIFT predicts the function of mutations in multiple cancers using pathway impact analysis. Bioinform. 28 (18) (2012)
Artem Sokolov, Guillaume Wisniewski, François Yvon
Computing Lattice BLEU Oracle Scores for Machine Translation. EACL (2012)
Marianna Apidianaki, Guillaume Wisniewski, Artem Sokolov, Aurélien Max, François Yvon
WSD for n-best reranking and local language modeling in SMT. SSST@ACL (2012)
Hai Son Le, Thomas Lavergne, Alexandre Allauzen, Marianna Apidianaki, Li Gong, Aurélien Max, Artem Sokolov, Guillaume Wisniewski, François Yvon
LIMSI @ WMT12. WMT@NAACL-HLT (2012)
Artem Sokolov
LIMSI: Learning Semantic Similarity by Selecting Random Word Subsets. SemEval@NAACL-HLT (2012)
Artem Sokolov, Asa Ben-Hur
Multi-view prediction of protein function. BCB (2011)
Karim Boudahmane, Bianka Buschbeck, Eunah Cho, Josep Maria Crego, Markus Freitag, Thomas Lavergne, Hermann Ney, Jan Niehues, Stephan Peitz, Jean Senellart, Artem Sokolov, Alex Waibel, Tonio Wandmacher, Joern Wuebker, François Yvon
Advances on spoken language translation in the Quaero program. IWSLT (2011)
Artem Sokolov, François Yvon
Minimum Error Rate Training Semiring. EAMT (2011)
Alexandre Allauzen, Hélène Bonneau-Maynard, Hai Son Le, Aurélien Max, Guillaume Wisniewski, François Yvon, Gilles Adda, Josep Maria Crego, Adrien Lardilleux, Thomas Lavergne, Artem Sokolov
LIMSI @ WMT11. WMT@EMNLP (2011)
Artem Sokolov, Asa Ben-Hur
Hierarchical Classification of Gene Ontology Terms Using the Gostruct Method. J. Bioinform. Comput. Biol. 8 (2) (2010)
Artem Sokolov, L. Darrell Whitley, André da Motta Salles Barreto
A note on the variance of rank-based selection strategies for genetic algorithms and genetic programming. Genet. Program. Evolvable Mach. 8 (3) (2007)
L. Darrell Whitley, Monte Lunacek, Artem Sokolov
Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse Benchmarks. PPSN (2006)
Artem Sokolov, Alodeep Sanyal, L. Darrell Whitley, Yashwant K. Malaiya
Dynamic power minimization during combinational circuit testing as a traveling salesman problem. Congress on Evolutionary Computation (2005)
Artem Sokolov, L. Darrell Whitley
Unbiased tournament selection. GECCO (2005)
Artem Sokolov, L. Darrell Whitley, Monte Lunacek
Alternative implementations of the Griewangk function. GECCO (2005)