Nikolay Bogoychev

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 42

Top Topics

Machine Translation

Brazilian Portuguese

Top Venues

Publications

Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Andrey Kutuzov, Barry Haddow, Kenneth Heafield
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca. EACL (Findings) (2024)
Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, Kenneth Heafield
An Open Dataset and Model for Language Identification. ACL (2) (2023)
Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, Kenneth Heafield
An Open Dataset and Model for Language Identification. CoRR (2023)
Pinzhen Chen, Shaoxiong Ji, Nikolay Bogoychev, Barry Haddow, Kenneth Heafield
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca. CoRR (2023)
Nikolay Bogoychev, Pinzhen Chen
Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting. WMT (2023)
Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell
The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR. CoRR (2023)
Nikolay Bogoychev, Pinzhen Chen, Barry Haddow, Alexandra Birch
Large Language Model Inference with Lexical Shortlisting. CoRR (2023)
Ramon Sanabria, Nikolay Bogoychev, Nina Markl, Andrea Carmantini, Ondrej Klejch, Peter Bell
The Edinburgh International Accents of English Corpus: Towards the Democratization of English ASR. ICASSP (2023)
Mikko Aulamo, Nikolay Bogoychev, Shaoxiong Ji, Graeme Nail, Gema Ramírez-Sánchez, Jörg Tiedemann, Jelmer van der Linde, Jaume Zaragoza
HPLT: High Performance Language Technologies. EAMT (2023)
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
OpusCleaner and OpusTrainer, open source toolkits for training Machine Translation and Large language models. CoRR (2023)
Nikolay Bogoychev, Pinzhen Chen
Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting. CoRR (2023)
Andreas Grivas, Nikolay Bogoychev, Adam Lopez
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice. ACL (1) (2022)
Andreas Grivas, Nikolay Bogoychev, Adam Lopez
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice. CoRR (2022)
Nikolay Bogoychev, Maximiliana Behnke, Jelmer van der Linde, Graeme Nail, Kenneth Heafield, Biao Zhang, Sidharth Kashyap
Edinburgh's Submission to the WMT 2022 Efficiency Task. WMT (2022)
Kenneth Heafield, Biao Zhang, Graeme Nail, Jelmer van der Linde, Nikolay Bogoychev
Findings of the WMT 2022 Shared Task on Efficient Translation. WMT (2022)
Nikolay Bogoychev, Jelmer van der Linde, Kenneth Heafield
TranslateLocally: Blazing-fast translation running on the local CPU. CoRR (2021)
Nikolay Bogoychev
Not all parameters are born equal: Attention is mostly what you need. BlackboxNLP@EMNLP (2021)
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
Efficient Machine Translation with Model Pruning and Quantization. WMT@EMNLP (2021)
Nikolay Bogoychev, Jelmer van der Linde, Kenneth Heafield
TranslateLocally: Blazing-fast translation running on the local CPU. EMNLP (Demos) (2021)
Pinzhen Chen, Jindrich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev, Antonio Valerio Miceli Barone, Jonas Waldendorf, Alexandra Birch, Kenneth Heafield
The University of Edinburgh's English-German and English-Hausa Submissions to the WMT21 News Translation Task. WMT@EMNLP (2021)
Nikolay Bogoychev, Pinzhen Chen
Decoding Time Lexical Domain Adaptationfor Neural Machine Translation. CoRR (2021)
Ulrich Germann, Roman Grundkiewicz, Martin Popel, Radina Dobreva, Nikolay Bogoychev, Kenneth Heafield
Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task. WMT@EMNLP (2020)
Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield, Faheem Kirefu
Parallel Sentence Mining by Constrained Decoding. ACL (2020)
Pinzhen Chen, Nikolay Bogoychev, Ulrich Germann
Character Mapping and Ad-hoc Adaptation: Edinburgh's IWSLT 2020 Open Domain Translation System. IWSLT (2020)
Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield, Rico Sennrich
In Neural Machine Translation, What Does Transfer Learning Transfer? ACL (2020)
Nikolay Bogoychev
Not all parameters are born equal: Attention is mostly what you need. CoRR (2020)
Nikolay Bogoychev, Roman Grundkiewicz, Alham Fikri Aji, Maximiliana Behnke, Kenneth Heafield, Sidharth Kashyap, Emmanouil-Ioannis Farsarakis, Mateusz Chudyk
Edinburgh's Submissions to the 2020 Machine Translation Efficiency Task. NGT@ACL (2020)
Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev
From Research to Production and Back: Ludicrously Fast Neural Machine Translation. NGT@EMNLP-IJCNLP (2019)
Alham Fikri Aji, Kenneth Heafield, Nikolay Bogoychev
Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training. EMNLP/IJCNLP (1) (2019)
Nikolay Bogoychev, Rico Sennrich
Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation. CoRR (2019)
Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra Birch
The University of Edinburgh's Submissions to the WMT19 News Translation Task. WMT (2) (2019)
Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra Birch
The University of Edinburgh's Submissions to the WMT19 News Translation Task. CoRR (2019)
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
Marian: Fast Neural Machine Translation in C++. CoRR (2018)
Nikolay Bogoychev, Marcin Junczys-Dowmunt, Kenneth Heafield, Alham Fikri Aji
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. CoRR (2018)
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
Marian: Fast Neural Machine Translation in C++. ACL (4) (2018)
Barry Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann, Roman Grundkiewicz, Kenneth Heafield, Antonio Valerio Miceli Barone, Rico Sennrich
The University of Edinburgh's Submissions to the WMT18 News Translation Task. WMT (shared task) (2018)
Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. EMNLP (2018)
Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt
Fast, Scalable Phrase-Based SMT Decoding. CoRR (2016)
Hieu Hoang, Nikolay Bogoychev, Lane Schwartz, Marcin Junczys-Dowmunt
Fast, Scalable Phrase-Based SMT Decoding. AMTA (1) (2016)
Nikolay Bogoychev, Hieu Hoang
Fast and highly parallelizable phrase table for statistical machine translation. WMT (2016)
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
Modern MT: a new open-source machine translation platform for the translation industry. EAMT (Projects/Products) (2016)
Nikolay Bogoychev, Adam Lopez
N-gram language models for massively parallel devices. ACL (1) (2016)
Barry Haddow, Matthias Huck, Alexandra Birch, Nikolay Bogoychev, Philipp Koehn
The Edinburgh/JHU Phrase-based Machine Translation Systems for WMT 2015. WMT@EMNLP (2015)
Alexandra Birch, Matthias Huck, Nadir Durrani, Nikolay Bogoychev, Philipp Koehn
Edinburgh SLT and MT system description for the IWSLT 2014 evaluation. IWSLT (Evaluation Campaign) (2014)