🧑‍🔬 Akim Tsvigun

🏛️ Affiliations

🎓KU LeuvenLeuven · Belgium2025–2026 · 2 paperscurrent🎓New York University Abu DhabiAbu Dhabi · United Arab Emirates2023–2024 · 4 papers🎓National University of Sciences and TechnologyIslamabad · Pakistan2023 · 3 papers🎓Zewail City of Science and TechnologyCairo · Egypt2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection (2023 · 107 citations)
   People can barely tell LLM output from human writing, and earlier detection resources were narrow: mostly English-only, built around one generator such as ChatGPT, or limited to a single domain like news.
2. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph (2025 · 67 citations)
   Uncertainty quantification (UQ) can help flag hallucinated or low-quality outputs of large language models. Earlier work on UQ for LLMs used incompatible methods and evaluation setups, so findings were hard to compare.

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. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionarXiv:2305.14902Yuxia Wang, Jonibek Mansurov, Petar Ivanov, et al.2023 · 107 citations
2. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-PolygraphTransactions of the Association for Computational Linguistics (TACL)Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, et al.2025 · 67 citations
3. LM-Polygraph: Uncertainty Estimation for Language Models ↗arXiv:2311.07383 · no summary yetEkaterina Fadeeva et al.2023 · 55 citations

🤝 Co-authors here

12 of 15 co-authors with a page, the most papers together first.

• Abdelrahman Sadallah
• Alexander Panchenko
• Alham Fikri Aji
• Artem Shelmanov
• Artem Vazhentsev
• Chenxi Whitehouse
• Ekaterina Fadeeva
• Jinyan Su
• Jonibek Mansurov
• Lyudmila Rvanova
• Osama Mohammed Afzal
• Rui Xing

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)
• Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2025

🔗 Cited by

Papers of our library cite their works 195 times (of the 149,439 papers whose bibliographies we read); 52 citing papers with a page here →.

Updated 2 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/akim-tsvigun/