--- title: "Michael Noukhovitch — author profile and papers in our library" description: "Michael Noukhovitch, Allen Institute for Artificial Intelligence: 2 papers on Elamur Research (2018–2024), h-index 5 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/michael-noukhovitch/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/michael-noukhovitch/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Michael Noukhovitch # Michael Noukhovitch Michael Noukhovitch has 2 papers in our library, in 2018–2024, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Aaron Courville](https://md.research.elamur.ai/free/en/authors/aaron-courville/), [Arian Hosseini](https://md.research.elamur.ai/free/en/authors/arian-hosseini/), [Dzmitry Bahdanau](https://md.research.elamur.ai/free/en/authors/dzmitry-bahdanau/). 2 papers in our library · 2018–2024 [OpenAlex](https://openalex.org/A5021740492) · [**h-index 5**](https://openalex.org/authors/A5021740492) · [17 works](https://openalex.org/works?filter=author.id:A5021740492) · [100 citations](https://openalex.org/works?filter=author.id:A5021740492&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/michael-noukhovitch/#papers) · [🔗 Cited 201 times in our library](https://md.research.elamur.ai/free/en/authors/michael-noukhovitch/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8702](https://md.research.elamur.ai/free/en/paper-stars/page/88/#star-8702) 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=Michael+Noukhovitch) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Michael+Noukhovitch) · [dblp](https://dblp.org/search?q=Michael+Noukhovitch) · [ACL Anthology](https://aclanthology.org/search/?q=Michael+Noukhovitch) ## Affiliations [🎓**Université de Montréal** Montreal · Canada 2018–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🔬**Mila - Quebec Artificial Intelligence Institute** Montreal · Canada 2018–2024 · 2 papers](https://md.research.elamur.ai/free/en/labs/mila-quebec-artificial-intelligence-institute/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/michael-noukhovitch/year/2024/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/michael-noukhovitch/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[Systematic Generalization: What Is Required and Can It Be Learned?](https://md.research.elamur.ai/free/en/papers/bahdanau-2018-systematic-generalization-required-learned/)** *(2018 · 73 citations)* The authors test whether neural models of grounded language understanding can generalize systematically, that is, correctly understand new combinations of words they have already seen. 2. **[The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization](https://md.research.elamur.ai/free/en/papers/huang-2024-n-implementation-details-rlhf-ppo/)** *(2024 · 14 citations)* RLHF pipelines like OpenAI's have been hard to replicate in open source. Subtle engineering choices affect stability, instruction-following outputs are difficult to judge, and training cycles are slow. The authors address this by revisiting the earlier TL;DR summarization study of Stiennon et al. (2020), where… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**Systematic Generalization: What Is Required and Can It Be Learned? arXiv:1811.12889**Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, et al.*2018 · 73 citations*](https://md.research.elamur.ai/free/en/papers/bahdanau-2018-systematic-generalization-required-learned/) 2. **[Commonsense mining as knowledge base completion? A study on the impact of novelty ↗](https://aclanthology.org/W18-1002/) Proceedings of the Workshop on Generalization in the Age of Deep Learning · no summary yet**Stanislaw Jastrzębski et al.*2018 · 41 citations* 3. [**The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization arXiv:2403.17031**Shengyi Huang, Michael Noukhovitch, Arian Hosseini, et al.*2024 · 14 citations*](https://md.research.elamur.ai/free/en/papers/huang-2024-n-implementation-details-rlhf-ppo/) ## Co-authors here 10 co-authors with a page, the most papers together first. - [Aaron Courville](https://md.research.elamur.ai/free/en/authors/aaron-courville/) - [Arian Hosseini](https://md.research.elamur.ai/free/en/authors/arian-hosseini/) - [Dzmitry Bahdanau](https://md.research.elamur.ai/free/en/authors/dzmitry-bahdanau/) - [Harm de Vries](https://md.research.elamur.ai/free/en/authors/harm-de-vries/) - [Kashif Rasul](https://md.research.elamur.ai/free/en/authors/kashif-rasul/) - [Lewis Tunstall](https://md.research.elamur.ai/free/en/authors/lewis-tunstall/) - [Shengyi Huang](https://md.research.elamur.ai/free/en/authors/shengyi-huang/) - [Shikhar Murty](https://md.research.elamur.ai/free/en/authors/shikhar-murty/) - [Thien Huu Nguyen](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/) - [Weixun Wang](https://md.research.elamur.ai/free/en/authors/weixun-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the Workshop on Generalization in the Age of Deep Learning ## Cited by Papers of our library cite their works 201 times (of the 149,439 papers whose bibliographies we read); [46 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/michael-noukhovitch/cited-by/). Updated 3 November 2026