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Artem Sokolov

Huawei Technologies, HSE University, Nizhniy Novgorod, Russia

Scaling Up Influence Functions


Dec 06, 2021
Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov

* Published at AAAI-22 

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


Oct 13, 2021
Julia Kreutzer, David Vilar, Artem Sokolov

* EMNLP Findings 2021 

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


Oct 04, 2021
Nathaniel Berger, Stefan Riezler, Artem Sokolov, Sebastian Ebert

* Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP Main Conference) 

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Fixing exposure bias with imitation learning needs powerful oracles


Sep 17, 2021
Luca Hormann, Artem Sokolov


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MITI Minimum Information guidelines for highly multiplexed tissue images


Aug 21, 2021
Denis Schapiro, Clarence Yapp, Artem Sokolov, Sheila M. Reynolds, Yu-An Chen, Damir Sudar, Yubin Xie, Jeremy Muhlich, Raquel Arias-Camison, Milen Nikolov, Madison Tyler, Jia-Ren Lin, Erik A. Burlingame, Sarah Arena, Human Tumor Atlas Network, Young H. Chang, Samouil L Farhi, V├ęsteinn Thorsson, Nithya Venkatamohan, Julia L. Drewes, Dana Pe'er, David A. Gutman, Markus D. Herrmann, Nils Gehlenborg, Peter Bankhead, Joseph T. Roland, John M. Herndon, Michael P. Snyder, Michael Angelo, Garry Nolan, Jason Swedlow, Nikolaus Schultz, Daniel T. Merrick, Sarah A. Mazzilli, Ethan Cerami, Scott J. Rodig, Sandro Santagata, Peter K. Sorger


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On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era


Apr 20, 2021
Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias H├╝bner, Dmitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov, Bj├Ârn W. Schuller

* 5 pages, 1 figure 

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Real-time Streaming Wave-U-Net with Temporal Convolutions for Multichannel Speech Enhancement


Apr 05, 2021
Vasiliy Kuzmin, Fyodor Kravchenko, Artem Sokolov, Jie Geng

* Draft paper for InterSpeech 2021 processing 

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Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets


Mar 22, 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, Beno├«t Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Su├írez, Iroro Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias M├╝ller, Andr├ę M├╝ller, 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 Ball─▒, 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

* 10 pages paper; 10 pages appendix; AfricaNLP 2021 

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Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization


Jun 29, 2020
Mayumi Ohta, Nathaniel Berger, Artem Sokolov, Stefan Riezler

* International Conference on Machine Learning, Optimization, and Data Science (LOD), Siena, Italy 

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Learning to Segment Inputs for NMT Favors Character-Level Processing


Nov 05, 2018
Julia Kreutzer, Artem Sokolov

* Technical report for IWSLT 2018 paper 

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Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction


Jul 31, 2018
Artem Sokolov, Julian Hitschler, Stefan Riezler


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Sockeye: A Toolkit for Neural Machine Translation


Jun 01, 2018
Felix Hieber, Tobias Domhan, Michael Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post


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Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation


Dec 14, 2017
Carolin Lawrence, Artem Sokolov, Stefan Riezler

* Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017, Copenhagen, Denmark 

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A Shared Task on Bandit Learning for Machine Translation


Jul 27, 2017
Artem Sokolov, Julia Kreutzer, Kellen Sunderland, Pavel Danchenko, Witold Szymaniak, Hagen F├╝rstenau, Stefan Riezler

* Conference on Machine Translation (WMT) 2017 

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Bandit Structured Prediction for Neural Sequence-to-Sequence Learning


Apr 21, 2017
Julia Kreutzer, Artem Sokolov, Stefan Riezler

* To appear in ACL 2017 

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Stochastic Structured Prediction under Bandit Feedback


Nov 02, 2016
Artem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler

* 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain 

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Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation


Jan 18, 2016
Artem Sokolov, Stefan Riezler, Tanguy Urvoy

* In Proceedings of MT Summit XV, 2015. Miami, FL 

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