Sergey Edunov
17 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(10)
👥
Mega-Team · Squad
🧭
Keyword Pioneer
⚡
Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
(89)
Top co-authors
Research topics
Natural Language Processing
(15)
Deep Learning
(10)
Applications
(10)
Machine Learning
(9)
Resources & Methods
(7)
Artificial Intelligence
(5)
Architectures
(5)
Application Areas
(4)
Core AI
(4)
Generation
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Techniques
(3)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Keywords
neural machine translation
(8)
transformer model
(4)
machine translation
(4)
language model
(3)
bleu score
(3)
translation quality
(2)
large language model
(2)
sequence modeling
(2)
semi-supervised learning
(1)
weakly supervised learning
(1)
benchmark evaluation
(1)
knowledge distillation
(1)
lottery ticket hypothesis
(1)
data augmentation
(1)
self-supervised learning
(1)
natural language processing
(1)
reinforcement learning
(1)
text generation
(1)
information retrieval
(1)
named entity recognition
(1)
Papers
Law of the Weakest Link: Cross Capabilities of Large Language Models
ICLR 2025
Effective Long-Context Scaling of Foundation Models
NAACL 2024
Beyond English-Centric Multilingual Machine Translation
JMLR 2021
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web
ACL 2021
Facebook AI’s WMT21 News Translation Task Submission
EMNLP 2021
Dense Passage Retrieval for Open-Domain Question Answering
EMNLP 2020
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling
EMNLP 2020
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR
Interspeech 2020
On The Evaluation of Machine Translation Systems Trained With Back-Translation
ACL 2020
Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP
ICLR 2020
Cloze-driven Pretraining of Self-attention Networks
EMNLP 2019
Facebook FAIR’s WMT19 News Translation Task Submission
ACL 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
NAACL 2019
Pre-trained language model representations for language generation
NAACL 2019
Classical Structured Prediction Losses for Sequence to Sequence Learning
NAACL 2018
Scaling Neural Machine Translation
EMNLP 2018
Understanding Back-Translation at Scale
EMNLP 2018