--- title: "Igor Shalyminov · Amazon — author profile and papers" description: "Igor Shalyminov, Amazon: 2 papers on Elamur Research (2024), h-index 9 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/igor-shalyminov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/igor-shalyminov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Igor Shalyminov # Igor Shalyminov Igor Shalyminov has 2 papers in our library, in 2024, most of them on [Implicature](https://md.research.elamur.ai/free/en/topics/implicature/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [Hang Su](https://md.research.elamur.ai/free/en/authors/hang-su/), [Hwanjun Song](https://md.research.elamur.ai/free/en/authors/hwanjun-song/), [Saab Mansour](https://md.research.elamur.ai/free/en/authors/saab-mansour/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5011132902) · [ORCID](https://orcid.org/0000-0001-9664-1774) · [Wikidata](https://www.wikidata.org/wiki/Q131163669) · [**h-index 9**](https://openalex.org/authors/A5011132902) · [42 works](https://openalex.org/works?filter=author.id:A5011132902) · [230 citations](https://openalex.org/works?filter=author.id:A5011132902&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/igor-shalyminov/#papers) · [🔗 Cited 64 times in our library](https://md.research.elamur.ai/free/en/authors/igor-shalyminov/cited-by/) · [⭐ Paper Stars ranking: #5106](https://md.research.elamur.ai/free/en/paper-stars/page/52/#star-5106) 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=Igor+Shalyminov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Igor+Shalyminov) · [dblp](https://dblp.org/search?q=Igor+Shalyminov) · [ACL Anthology](https://aclanthology.org/search/?q=Igor+Shalyminov) ## Affiliations [🏢**Amazon** Seattle · United States 2023–2025 · 13 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Heriot-Watt University** Edinburgh · United Kingdom 2017–2021 · 9 papers](https://md.research.elamur.ai/free/en/universities/heriot-watt-university/) · [🏢**Microsoft** Redmond · United States 2018–2019 · 3 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) · [🎓**The University of Texas at Austin** Austin · United States 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Implicature · 1 work](https://md.research.elamur.ai/free/en/topics/implicature/) ## Works by year ### 2020s [**2024** 2 papers Igor Shalyminov's papers of 2024](https://md.research.elamur.ai/free/en/authors/igor-shalyminov/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[FineSurE: Fine-grained Summarization Evaluation using LLMs](https://md.research.elamur.ai/free/en/papers/song-2024-finesure-fine-grained-summarization-evaluation/)** *(2024 · 91 citations)* Evaluating summaries automatically remains difficult. ROUGE-style overlap metrics track human judgment poorly, and recent LLM judges such as G-Eval assign a single Likert score per summary, which hides where and how a summary fails. FineSurE addresses this by having an LLM run two fine-grained tasks. In fact… 2. **[Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders](https://md.research.elamur.ai/free/en/papers/zhang-2024-can-your-model-tell-negation/)** *(2024 · 4 citations)* Intent embedding models (for chatbots that map «I want to order a pizza» to order_food) are tested on two things standard benchmarks miss: negation («I don't want to order pizza», a different intent with high word overlap) and implicature («I'm really hungry», the same intent with little overlap). ## Co-authors here 5 co-authors with a page, the most papers together first. - [Hang Su](https://md.research.elamur.ai/free/en/authors/hang-su/) ×2 - [Hwanjun Song](https://md.research.elamur.ai/free/en/authors/hwanjun-song/) ×2 - [Saab Mansour](https://md.research.elamur.ai/free/en/authors/saab-mansour/) ×2 - [Sailik Sengupta](https://md.research.elamur.ai/free/en/authors/sailik-sengupta/) - [Yuwei Zhang](https://md.research.elamur.ai/free/en/authors/yuwei-zhang/) ## 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/) ×2: [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ×2 ## Cited by Papers of our library cite their works 64 times (of the 141,840 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/igor-shalyminov/cited-by/). Updated 24 October 2026