Nikolay Bogoychev
25 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Deep Specialist
(17)
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Dynamic Duo
(16)
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Topic Evolution
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Prolific Year · Productive
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Trend Setter
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Unstoppable · Bronze
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The Questioner
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Keyword Collector
(108)
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Century Club · Bronze
Venues
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Research topics
Natural Language Processing
(21)
Machine Learning
(19)
Deep Learning
(18)
Applications
(18)
Learning Types · Deep Learning
(11)
Application Areas
(9)
Optimization & Theory · Deep Learning
(9)
Architectures
(5)
Core Methods
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Artificial Intelligence
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Core AI
(2)
Generation
(2)
Learning Paradigms
(2)
Keywords
neural machine translation
(16)
model compression
(7)
machine translation
(6)
knowledge distillation
(4)
model quantization
(3)
efficient inference
(3)
transformer model
(2)
teacher-student training
(2)
stochastic gradient descent
(2)
throughput optimization
(2)
constrained decoding
(2)
distributed training
(2)
transfer learning
(2)
distributed learning
(2)
model pruning
(2)
language model
(2)
transformer architecture
(2)
latency optimization
(2)
cross-lingual transfer
(1)
multilingual nlp
(1)
Papers
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca
EACL 2024
The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics
NAACL 2024
An Open Dataset and Model for Language Identification
ACL 2023
Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting
EMNLP 2023
Edinburgh’s Submission to the WMT 2022 Efficiency Task
EMNLP 2022
Findings of the WMT 2022 Shared Task on Efficient Translation
EMNLP 2022
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice
ACL 2022
Efficient Machine Translation with Model Pruning and Quantization
EMNLP 2021
Not all parameters are born equal: Attention is mostly what you need
EMNLP 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation
EMNLP 2021
The University of Edinburgh’s English-German and English-Hausa Submissions to the WMT21 News Translation Task
EMNLP 2021
TranslateLocally: Blazing-fast translation running on the local CPU
EMNLP 2021
Character Mapping and Ad-hoc Adaptation: Edinburgh’s IWSLT 2020 Open Domain Translation System
ACL 2020
Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task
ACL 2020
In Neural Machine Translation, What Does Transfer Learning Transfer?
ACL 2020
Parallel Sentence Mining by Constrained Decoding
ACL 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
EMNLP 2020
Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network Training
EMNLP 2019
From Research to Production and Back: Ludicrously Fast Neural Machine Translation
EMNLP 2019
Similar Minds Post Alike: Assessment of Suicide Risk Using a Hybrid Model
NAACL 2019
The University of Edinburgh’s Submissions to the WMT19 News Translation Task
ACL 2019
Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation
EMNLP 2018
Marian: Fast Neural Machine Translation in C++
ACL 2018
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
EMNLP 2018
N-gram language models for massively parallel devices
ACL 2016