--- title: "Yulia Otmakhova — author profile and papers in our library" description: "Yulia Otmakhova, The University of Melbourne: 3 papers on Elamur Research (2022–2026), h-index 5 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/yulia-otmakhova/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yulia-otmakhova/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yulia Otmakhova # Yulia Otmakhova Yulia Otmakhova has 3 papers in our library, in 2022–2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Idioms & multiword expressions](https://md.research.elamur.ai/free/en/topics/multiword-expressions/); often with [Jey Han Lau](https://md.research.elamur.ai/free/en/authors/jey-han-lau/), [Daniel Beck](https://md.research.elamur.ai/free/en/authors/daniel-beck/), [Karin Verspoor](https://md.research.elamur.ai/free/en/authors/karin-verspoor/). 3 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5045911054) · [ORCID](https://orcid.org/0000-0002-6738-3451) · [**h-index 5**](https://openalex.org/authors/A5045911054) · [30 works](https://openalex.org/works?filter=author.id:A5045911054) · [108 citations](https://openalex.org/works?filter=author.id:A5045911054&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/yulia-otmakhova/#papers) · [🔗 Cited 21 times in our library](https://md.research.elamur.ai/free/en/authors/yulia-otmakhova/cited-by/) · [⭐ Paper Stars ranking: #8735](https://md.research.elamur.ai/free/en/paper-stars/page/88/#star-8735) 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=Yulia+Otmakhova) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yulia+Otmakhova) · [dblp](https://dblp.org/search?q=Yulia+Otmakhova) · [ACL Anthology](https://aclanthology.org/search/?q=Yulia+Otmakhova) ## Affiliations [🎓**The University of Melbourne** Melbourne · Australia 2020–2026 · 27 papers*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/) · [🔬**IBM Research - Australia** Melbourne · Australia 2020–2021 · 2 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-australia/) 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 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Idioms & multiword expressions · 1 work](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/yulia-otmakhova/year/2026/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/yulia-otmakhova/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation](https://md.research.elamur.ai/free/en/papers/truong-2022-not-another-negation-benchmark-nan/)** *(2022 · 24 citations)* Pre-trained language models often mishandle negation, and existing negation benchmarks mostly add a plain not to a main verb. 2. **[FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation](https://md.research.elamur.ai/free/en/papers/otmakhova-2026-fluke-linguistically-driven-task-agnostic/)** *(2026 · 1 citation)* Benchmark scores often hide how fragile NLP systems are when the input changes in small, meaning-controlled ways. 3. **[Not all ANIMALs are equal: metaphorical framing through source domains and semantic frames](https://md.research.elamur.ai/free/en/papers/otmakhova-2026-not-all-animals-are-equal/)** *(2026)* Metaphor studies in NLP usually label a metaphor with its source domain, such as WATER or ANIMAL. A source domain alone cannot explain why a metaphor carries a particular connotation. Calling migrants a "flood" and calling them "waves" both draw on WATER, yet they suggest very different attitudes. The authors argue… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Jey Han Lau](https://md.research.elamur.ai/free/en/authors/jey-han-lau/) ×2 - [Daniel Beck](https://md.research.elamur.ai/free/en/authors/daniel-beck/) - [Karin Verspoor](https://md.research.elamur.ai/free/en/authors/karin-verspoor/) - [Lea Frermann](https://md.research.elamur.ai/free/en/authors/lea-frermann/) - [Matteo Guida](https://md.research.elamur.ai/free/en/authors/matteo-guida/) - [Rahmad Mahendra](https://md.research.elamur.ai/free/en/authors/rahmad-mahendra/) - [Rongxin Zhu](https://md.research.elamur.ai/free/en/authors/rongxin-zhu/) - [Thinh Hung Truong](https://md.research.elamur.ai/free/en/authors/thinh-hung-truong/) - [Timothy Baldwin](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/) - [Trevor Cohn](https://md.research.elamur.ai/free/en/authors/trevor-cohn/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - [Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)](https://md.research.elamur.ai/free/en/venues/aacl/): [AACL 2022](https://md.research.elamur.ai/free/en/venues/aacl/2022/) ## Cited by Papers of our library cite their works 21 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yulia-otmakhova/cited-by/). Updated 1 November 2026