Artem Sokolov

According to our database1, Artem Sokolov authored at least 45 papers between 2005 and 2021.

Collaborative distances:



In proceedings 
PhD thesis 




On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era.
CoRR, 2021

Real-time Streaming Wave-U-Net with Temporal Convolutions for Multichannel Speech Enhancement.
CoRR, 2021

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets.
CoRR, 2021

Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data.
IEEE Trans. Vis. Comput. Graph., 2020

Gender domain adaptation for automatic speech recognition task.
CoRR, 2020

Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Spectral and Nonlinear Properties of the Complete Quaternary Code.
Proceedings of the Selected Papers on Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2020), 2020

Interrelation Between the Class of Bent-Sequences and the Class of Perfect Binary Arrays.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Learning to Segment Inputs for NMT Favors Character-Level Processing.
CoRR, 2018

Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction.
CoRR, 2018

The Sockeye Neural Machine Translation Toolkit at AMTA 2018.
Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018

Sockeye: A Toolkit for Neural Machine Translation.
CoRR, 2017

A Shared Task on Bandit Learning for Machine Translation.
Proceedings of the Second Conference on Machine Translation, 2017

Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Bandit Structured Prediction for Neural Sequence-to-Sequence Learning.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Pathway-Based Genomics Prediction using Generalized Elastic Net.
PLoS Comput. Biol., 2016

Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation.
CoRR, 2016

Stochastic Structured Prediction under Bandit Feedback.
CoRR, 2016

One-Class Detection of Cell States in Tumor Subtypes.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

Stochastic Structured Prediction under Bandit Feedback.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

A Full-Text Learning to Rank Dataset for Medical Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

Learning Structured Predictors from Bandit Feedback for Interactive NLP.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Coactive Learning for Interactive Machine Translation.
Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015

A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Learning to translate queries for CLIR.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Lattice BLEU oracles in machine translation.
ACM Trans. Speech Lang. Process., 2013

Combining heterogeneous data sources for accurate functional annotation of proteins.
BMC Bioinform., 2013

The HDU Discriminative SMT System for Constrained Data PatentMT at NTCIR10.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

PARADIGM-SHIFT predicts the function of mutations in multiple cancers using pathway impact analysis.
Bioinform., 2012

Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

WSD for n-best reranking and local language modeling in SMT.
Proceedings of the Sixth Workshop on Syntax, 2012

LIMSI: Learning Semantic Similarity by Selecting Random Word Subsets.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Computing Lattice BLEU Oracle Scores for Machine Translation.
Proceedings of the EACL 2012, 2012


Advances on spoken language translation in the Quaero program.
Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Minimum Error Rate Training Semiring.
Proceedings of the 15th Annual conference of the European Association for Machine Translation, 2011

Multi-view prediction of protein function.
Proceedings of the ACM International Conference on Bioinformatics, 2011

Hierarchical Classification of Gene Ontology Terms Using the Gostruct Method.
J. Bioinform. Comput. Biol., 2010

A note on the variance of rank-based selection strategies for genetic algorithms and genetic programming.
Genet. Program. Evolvable Mach., 2007

Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse Benchmarks.
Proceedings of the Parallel Problem Solving from Nature, 2006

Alternative implementations of the Griewangk function.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Unbiased tournament selection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Dynamic power minimization during combinational circuit testing as a traveling salesman problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005