Oleksii Kuchaiev
15 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Conference Pioneer
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The Questioner
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Research topics
Deep Learning
(10)
Artificial Intelligence
(8)
Machine Learning
(8)
Natural Language Processing
(8)
Core AI
(7)
Applications
(5)
Architectures
(5)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Speech & Audio
(4)
Application Areas
(4)
Recognition
(4)
Generation
(3)
Resources & Methods
(3)
Core Methods
(2)
Keywords
automatic speech recognition
(4)
language model
(4)
neural machine translation
(3)
large language model
(3)
model alignment
(3)
end-to-end model
(3)
preference learning
(3)
reward model
(2)
low-rank adaptation
(2)
speech translation
(2)
supervised fine-tuning
(2)
reinforcement learning from human feedback
(2)
retrieval-augmented generation
(2)
word error rate
(2)
model editing
(1)
language model alignment
(1)
machine translation
(1)
preference optimization
(1)
knowledge distillation
(1)
reward modeling
(1)
Papers
HelpSteer2-Preference: Complementing Ratings with Preferences
ICLR 2025
HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks
ACL 2025
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning
EMNLP 2024
HelpSteer 2: Open-source dataset for training top-performing reward models
NeurIPS 2024
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM
NAACL 2024
Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying
NAACL 2024
Leveraging Synthetic Targets for Machine Translation
ACL 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study
EMNLP 2023
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF
EMNLP 2023
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
ACL 2022
NVIDIA NeMoβs Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
EMNLP 2021
SPGISpeech: 5,000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition
Interspeech 2021
Jasper: An End-to-End Convolutional Neural Acoustic Model
Interspeech 2019
Mixed Precision Training
ICLR 2018
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models
ACL 2018