--- title: "Georgi Nenkov Georgiev — author profile and papers in our library" description: "Georgi Nenkov Georgiev, Sofia University \"St. Kliment Ohridski\": 3 papers on Elamur Research (2024–2026), h-index 1 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Georgi Nenkov Georgiev # Georgi Nenkov Georgiev Georgi Nenkov Georgiev has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Fan Zhang](https://md.research.elamur.ai/free/en/authors/fan-zhang/), [Daniil Orel](https://md.research.elamur.ai/free/en/authors/daniil-orel/), [Debopriyo Banerjee](https://md.research.elamur.ai/free/en/authors/debopriyo-banerjee/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5157134833) · [**h-index 1**](https://openalex.org/authors/A5157134833) · [1 works](https://openalex.org/works?filter=author.id:A5157134833) · [1 citations](https://openalex.org/works?filter=author.id:A5157134833&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/#papers) · [🔗 Cited 51 times in our library](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/cited-by/) · [⭐ Paper Stars ranking: #8117](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8117) 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=Georgi+Nenkov+Georgiev) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Georgi+Nenkov+Georgiev) · [dblp](https://dblp.org/search?q=Georgi+Nenkov+Georgiev) · [ACL Anthology](https://aclanthology.org/search/?q=Georgi+Nenkov+Georgiev) ## Affiliations [🎓**Sofia University "St. Kliment Ohridski"** Sofia · Bulgaria 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/sofia-university-st-kliment-ohridski/) 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 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Management Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/management-information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [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/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Factuality of Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/wang-2024-factuality-large-language-models-survey/)** *(2024 · 77 citations)* Chat-oriented LLMs often give confident answers that contradict real-world facts, which limits their use in practice. 2. **[FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning](https://md.research.elamur.ai/free/en/papers/xie-2026-finchain-symbolic-benchmark-verifiable-chain/)** *(2026 · 10 citations)* Current financial QA benchmarks such as FinQA and ConvFinQA mostly score the final number a model produces. 3. **[FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure](https://md.research.elamur.ai/free/en/papers/zhang-2026-finreporting-agentic-workflow-localized-reporting/)** *(2026 · 3 citations)* Most LLM tools that extract and condense corporate financial statements are built for one market. They assume a single accounting taxonomy and filing format, which fails investors studying foreign firms. Across markets, similarly named line items can differ in meaning, equivalent concepts can carry different labels… ## Co-authors here 12 of 21 co-authors with a page, the most papers together first. - [Fan Zhang](https://md.research.elamur.ai/free/en/authors/fan-zhang/) ×2 - [Daniil Orel](https://md.research.elamur.ai/free/en/authors/daniil-orel/) - [Debopriyo Banerjee](https://md.research.elamur.ai/free/en/authors/debopriyo-banerjee/) - [Dhruv Sahnan](https://md.research.elamur.ai/free/en/authors/dhruv-sahnan/) - [Fei Liu](https://md.research.elamur.ai/free/en/authors/fei-liu/) - [Hachem Madmoun](https://md.research.elamur.ai/free/en/authors/hachem-madmoun/) - [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/) - [Jinyan Su](https://md.research.elamur.ai/free/en/authors/jinyan-su/) - [Lingfei Qian](https://md.research.elamur.ai/free/en/authors/lingfei-qian/) - [Minghan Wang](https://md.research.elamur.ai/free/en/authors/minghan-wang/) - [Muhammad Arslan Manzoor](https://md.research.elamur.ai/free/en/authors/muhammad-arslan-manzoor/) - [Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/) ## Cited by Papers of our library cite their works 51 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/georgi-nenkov-georgiev/cited-by/). Updated 1 November 2026