--- title: "Oleksii Kuchaiev — author profile and papers in our library" description: "Oleksii Kuchaiev, University of California, Berkeley: 3 papers on Elamur Research (2019–2024), h-index 19 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/oleksii-kuchaiev/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/oleksii-kuchaiev/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Oleksii Kuchaiev # Oleksii Kuchaiev Oleksii Kuchaiev has 3 papers in our library, in 2019–2024; often with [Daniel Egert](https://md.research.elamur.ai/free/en/authors/daniel-egert/), [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/), [Makesh Narsimhan Sreedhar](https://md.research.elamur.ai/free/en/authors/makesh-narsimhan-sreedhar/). 3 papers in our library · 2019–2024 [OpenAlex](https://openalex.org/A5048403564) · [**h-index 19**](https://openalex.org/authors/A5048403564) · [76 works](https://openalex.org/works?filter=author.id:A5048403564) · [3,461 citations](https://openalex.org/works?filter=author.id:A5048403564&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/oleksii-kuchaiev/#papers) · [🔗 Cited 605 times in our library](https://md.research.elamur.ai/free/en/authors/oleksii-kuchaiev/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4872](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4872) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Oleksii+Kuchaiev) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Oleksii+Kuchaiev) · [dblp](https://dblp.org/search?q=Oleksii+Kuchaiev) · [ACL Anthology](https://aclanthology.org/search/?q=Oleksii+Kuchaiev) ## Affiliations [🎓**University of California, Berkeley** Berkeley · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) · [🎓**University of California, Irvine** Irvine · United States 2008–2011 · 11 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-irvine/) · [🏢**Nvidia** Santa Clara · United States 2019–2025 · 10 papers](https://md.research.elamur.ai/free/en/companies/nvidia/) · [🏢**Nvidia** Reading · United Kingdom 2020–2025 · 5 papers](https://md.research.elamur.ai/free/en/companies/nvidia-united-kingdom/) · [🎓**University of Wisconsin System** Madison · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-system/) · [🏢**Microsoft** Redmond · United States 2013–2014 · 2 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/oleksii-kuchaiev/year/2024/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/oleksii-kuchaiev/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[NeMo: a toolkit for building AI applications using Neural Modules](https://md.research.elamur.ai/free/en/papers/kuchaiev-2019-nemo-toolkit-building-ai-applications/)** *(2019 · 244 citations)* Deep learning code is usually built around raw tensors whose axes have no declared meaning. Architecture, training logic and infrastructure also tend to end up tangled in one script, so combining components from different authors is fragile and requires debugging. The authors present NeMo, an open-source Python… 2. **[HelpSteer2: Open-source dataset for training top-performing reward models](https://md.research.elamur.ai/free/en/papers/wang-2024-helpsteer2-open-source-dataset-training/)** *(2024 · 82 citations)* Reward models that steer LLMs toward human-preferred outputs need good preference data. Openly licensed collections such as HH-RLHF, Open Assistant and HelpSteer have aged, and sets distilled from GPT-4 and similar proprietary systems carry commercial-use restrictions. The NVIDIA authors address this gap with… 3. **[HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM](https://md.research.elamur.ai/free/en/papers/wang-2024-helpsteer-multi-attribute-helpfulness-dataset/)** *(2024 · 72 citations)* Open helpfulness preference datasets usually give only an overall rating or a pairwise ranking. They do not say why one answer is better, so trained models can pick up shallow cues, such as preferring longer replies whether or not they are useful. The NVIDIA team built HelpSteer to address this. It is a… ## All works 6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Jasper: An End-to-End Convolutional Neural Acoustic Model ↗](https://doi.org/10.21437/interspeech.2019-1819) Interspeech (USB) · no summary yet**Jason Li et al.*2019 · 263 citations* 2. [**NeMo: a toolkit for building AI applications using Neural Modules arXiv:1909.09577**Oleksii Kuchaiev, Jason Li, Huyen Nguyen, et al.*2019 · 244 citations*](https://md.research.elamur.ai/free/en/papers/kuchaiev-2019-nemo-toolkit-building-ai-applications/) 3. [**HelpSteer2: Open-source dataset for training top-performing reward models arXiv:2406.08673**Zhilin Wang, Yi Dong, Olivier Delalleau, et al.*2024 · 82 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-helpsteer2-open-source-dataset-training/) 4. **[HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM](https://md.research.elamur.ai/free/en/papers/wang-2024-helpsteer-multi-attribute-helpfulness-dataset/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Zhilin Wang, Yi Dong, Jiaqi Zeng, et al.*2024 · 72 citations* 5. **[HelpSteer2-Preference: Complementing Ratings with Preferences ↗](https://arxiv.org/abs/2410.01257) arXiv:2410.01257 · no summary yet**Zhilin Wang et al.*2024 · 57 citations* 6. **[Before They Can Solve: Predicting Post-Training Coding-Agent Performance from Base Models ↗](https://arxiv.org/abs/2610.10478) arXiv (Cornell University) · no summary yet**Tan Yu et al.*2026* ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Daniel Egert](https://md.research.elamur.ai/free/en/authors/daniel-egert/) ×2 - [Jiaqi Zeng](https://md.research.elamur.ai/free/en/authors/jiaqi-zeng/) ×2 - [Makesh Narsimhan Sreedhar](https://md.research.elamur.ai/free/en/authors/makesh-narsimhan-sreedhar/) ×2 - [Olivier Delalleau](https://md.research.elamur.ai/free/en/authors/olivier-delalleau/) ×2 - [Yi Dong](https://md.research.elamur.ai/free/en/authors/yi-dong/) ×2 - [Zhilin Wang](https://md.research.elamur.ai/free/en/authors/zhilin-wang/) ×2 - [Aidan Swope](https://md.research.elamur.ai/free/en/authors/aidan-swope/) - [Boris Ginsburg](https://md.research.elamur.ai/free/en/authors/boris-ginsburg/) - [Gerald Shen](https://md.research.elamur.ai/free/en/authors/gerald-shen/) - [Huyen Nguyen](https://md.research.elamur.ai/free/en/authors/huyen-nguyen/) - [Neel Kant](https://md.research.elamur.ai/free/en/authors/neel-kant/) - [Oleksii Hrinchuk](https://md.research.elamur.ai/free/en/authors/oleksii-hrinchuk/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2024](https://md.research.elamur.ai/free/en/venues/naacl/2024/) - Interspeech (USB) ## Cited by Papers of our library cite their works 605 times (of the 149,439 papers whose bibliographies we read); [141 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/oleksii-kuchaiev/cited-by/). Updated 2 November 2026