--- title: "Diana Liskovich — author profile and papers — Elamur Research" description: "Diana Liskovich: 2 papers on Elamur Research (2023–2024), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/diana-liskovich/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/diana-liskovich/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Diana Liskovich # Diana Liskovich Diana Liskovich has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Akshat Shrivastava](https://md.research.elamur.ai/free/en/authors/akshat-shrivastava/), [Andrew Poulton](https://md.research.elamur.ai/free/en/authors/andrew-poulton/), [Beidi Chen](https://md.research.elamur.ai/free/en/authors/beidi-chen/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5005549348) · [**h-index 3**](https://openalex.org/authors/A5005549348) · [7 works](https://openalex.org/works?filter=author.id:A5005549348) · [2,630 citations](https://openalex.org/works?filter=author.id:A5005549348&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/diana-liskovich/#papers) · [🔗 Cited 7,210 times in our library](https://md.research.elamur.ai/free/en/authors/diana-liskovich/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7113](https://md.research.elamur.ai/free/en/paper-stars/page/72/#star-7113) 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=Diana+Liskovich) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Diana+Liskovich) · [dblp](https://dblp.org/search?q=Diana+Liskovich) · [ACL Anthology](https://aclanthology.org/search/?q=Diana+Liskovich) ## 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 2 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/diana-liskovich/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/diana-liskovich/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding](https://md.research.elamur.ai/free/en/papers/elhoushi-2024-layerskip-enabling-early-exit-inference/)** *(2024 · 156 citations)* Serving large language models is costly because every generated token passes through all transformer layers. 2. **[A Theory on Adam Instability in Large-Scale Machine Learning](https://md.research.elamur.ai/free/en/papers/molybog-2023-theory-adam-instability-large-scale/)** *(2023 · 15 citations)* Very large language models sometimes show sudden loss spikes during training, and the cause has not been explained. ## 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. **[LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding](https://md.research.elamur.ai/free/en/papers/elhoushi-2024-layerskip-enabling-early-exit-inference/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.*2024 · 156 citations* 2. **[Simple Local Attentions Remain Competitive for Long-Context Tasks ↗](https://aclanthology.org/2022.naacl-main.144/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Wenhan Xiong et al.*2022 · 22 citations* 3. [**A Theory on Adam Instability in Large-Scale Machine Learning arXiv:2304.09871**Igor Molybog, Peter Albert, Moya Chen, et al.*2023 · 15 citations*](https://md.research.elamur.ai/free/en/papers/molybog-2023-theory-adam-instability-large-scale/) ## Co-authors here 10 co-authors with a page, the most papers together first. - [Akshat Shrivastava](https://md.research.elamur.ai/free/en/authors/akshat-shrivastava/) - [Andrew Poulton](https://md.research.elamur.ai/free/en/authors/andrew-poulton/) - [Beidi Chen](https://md.research.elamur.ai/free/en/authors/beidi-chen/) - [Igor Molybog](https://md.research.elamur.ai/free/en/authors/igor-molybog/) - [Moya Chen](https://md.research.elamur.ai/free/en/authors/moya-chen/) - [Naman Goyal](https://md.research.elamur.ai/free/en/authors/naman-goyal/) - [Peter Albert](https://md.research.elamur.ai/free/en/authors/peter-albert/) - [Punit Singh Koura](https://md.research.elamur.ai/free/en/authors/punit-singh-koura/) - [Sharan Narang](https://md.research.elamur.ai/free/en/authors/sharan-narang/) - [Zachary DeVito](https://md.research.elamur.ai/free/en/authors/zachary-devito/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ## Cited by Papers of our library cite their works 7,210 times (of the 149,439 papers whose bibliographies we read); [1,536 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/diana-liskovich/cited-by/). Updated 3 November 2026