Nikolay Bogoychev

According to our database, Nikolay Bogoychev authored at least 34 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca.

Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Andrey Kutuzov, Barry Haddow, Kenneth Heafield

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

OpusCleaner and OpusTrainer, open source toolkits for training Machine Translation and Large language models.

Nikolay Bogoychev, Jelmer van der Linde, Graeme Nail, Barry Haddow, Jaume Zaragoza-Bernabeu, Gema Ramírez-Sánchez, Lukas Weymann, Tudor Nicolae Mateiu, Jindrich Helcl, Mikko Aulamo

CoRR, 2023

Large Language Model Inference with Lexical Shortlisting.

Nikolay Bogoychev, Pinzhen Chen, Barry Haddow, Alexandra Birch

CoRR, 2023

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca.

Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Barry Haddow, Kenneth Heafield

CoRR, 2023

Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting.

Nikolay Bogoychev, Pinzhen Chen

Proceedings of the Eighth Conference on Machine Translation, 2023

The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR.

Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell

Proceedings of the IEEE International Conference on Acoustics, 2023

HPLT: High Performance Language Technologies.

Mikko Aulamo, Nikolay Bogoychev, Shaoxiong Ji, Graeme Nail, Gema Ramírez-Sánchez, Jörg Tiedemann, Jelmer van der Linde, Jaume Zaragoza

Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

An Open Dataset and Model for Language Identification.

Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, Kenneth Heafield

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Findings of the WMT 2022 Shared Task on Efficient Translation.

Kenneth Heafield, Biao Zhang, Graeme Nail, Jelmer van der Linde, Nikolay Bogoychev

Proceedings of the Seventh Conference on Machine Translation, 2022

Edinburgh's Submission to the WMT 2022 Efficiency Task.

Nikolay Bogoychev, Maximiliana Behnke, Jelmer van der Linde, Graeme Nail, Kenneth Heafield, Biao Zhang, Sidharth Kashyap

Proceedings of the Seventh Conference on Machine Translation, 2022

Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice.

Andreas Grivas, Nikolay Bogoychev, Adam Lopez

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Decoding Time Lexical Domain Adaptationfor Neural Machine Translation.

Nikolay Bogoychev, Pinzhen Chen

CoRR, 2021

The University of Edinburgh's English-German and English-Hausa Submissions to the WMT21 News Translation Task.

Pinzhen Chen, Jindrich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev, Antonio Valerio Miceli Barone, Jonas Waldendorf, Alexandra Birch, Kenneth Heafield

Proceedings of the Sixth Conference on Machine Translation, 2021

Efficient Machine Translation with Model Pruning and Quantization.

Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji, Kenneth Heafield, Graeme Nail, Qianqian Zhu, Svetlana Tchistiakova, Jelmer van der Linde, Pinzhen Chen, Sidharth Kashyap, Roman Grundkiewicz

Proceedings of the Sixth Conference on Machine Translation, 2021

TranslateLocally: Blazing-fast translation running on the local CPU.

Nikolay Bogoychev, Jelmer van der Linde, Kenneth Heafield

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Not all parameters are born equal: Attention is mostly what you need.

Nikolay Bogoychev

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2020

Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task.

Ulrich Germann, Roman Grundkiewicz, Martin Popel, Radina Dobreva, Nikolay Bogoychev, Kenneth Heafield

Proceedings of the Fifth Conference on Machine Translation, 2020

Character Mapping and Ad-hoc Adaptation: Edinburgh's IWSLT 2020 Open Domain Translation System.

Pinzhen Chen, Nikolay Bogoychev, Ulrich Germann

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task.

Nikolay Bogoychev, Roman Grundkiewicz, Alham Fikri Aji, Maximiliana Behnke, Kenneth Heafield, Sidharth Kashyap, Emmanouil-Ioannis Farsarakis, Mateusz Chudyk

Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

Parallel Sentence Mining by Constrained Decoding.

Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield, Faheem Kirefu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

In Neural Machine Translation, What Does Transfer Learning Transfer?

Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield, Rico Sennrich

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation.

Nikolay Bogoychev, Rico Sennrich

CoRR, 2019

The University of Edinburgh's Submissions to the WMT19 News Translation Task.

Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra Birch

Proceedings of the Fourth Conference on Machine Translation, 2019

From Research to Production and Back: Ludicrously Fast Neural Machine Translation.

Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training.

Alham Fikri Aji, Kenneth Heafield, Nikolay Bogoychev

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

The University of Edinburgh's Submissions to the WMT18 News Translation Task.

Barry Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann, Roman Grundkiewicz, Kenneth Heafield, Antonio Valerio Miceli Barone, Rico Sennrich

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation.

Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Marian: Fast Neural Machine Translation in C++.

Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2016

Fast and highly parallelizable phrase table for statistical machine translation.

Nikolay Bogoychev, Hieu Hoang

Proceedings of the First Conference on Machine Translation, 2016

Modern MT: a new open-source machine translation platform for the translation industry.

Ulrich Germann, Eduard Barbu, Luisa Bentivogli, Nicola Bertoldi, Nikolay Bogoychev, Christian Buck, Davide Caroselli, Luis Carvalho, Alessandro Cattelan, Mauro Cettolo, Marcello Federico, Barry Haddow, David Madl, Luca Mastrostefano, Prashant Mathur, Achim Ruopp, Anna Samiotou, Vinod Sudharshan, Marco Trombetti, Jan van der Meer

Proceedings of the 19th Annual Conference of the European Association for Machine Translation: Projects/Products, 2016

Fast, Scalable Phrase-Based SMT Decoding.

Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt

Proceedings of the 12th Conferences of the Association for Machine Translation in the Americas: MT Researchers' Track, 2016

N-gram language models for massively parallel devices.

Nikolay Bogoychev, Adam Lopez

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

The Edinburgh/JHU Phrase-based Machine Translation Systems for WMT 2015.

Barry Haddow, Matthias Huck, Alexandra Birch, Nikolay Bogoychev, Philipp Koehn

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

2014

Edinburgh SLT and MT system description for the IWSLT 2014 evaluation.

Alexandra Birch, Matthias Huck, Nadir Durrani, Nikolay Bogoychev, Philipp Koehn

Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014