--- title: "Sheikh Shafayat — author profile and papers · Reasoning" description: "Sheikh Shafayat, Korea Advanced Institute of Science and Technology: 2 papers on Elamur Research (2024–2025), h-index 2 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/sheikh-shafayat/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sheikh-shafayat/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sheikh Shafayat # Sheikh Shafayat Sheikh Shafayat has 2 papers in our library, in 2024–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Andrea Zanette](https://md.research.elamur.ai/free/en/authors/andrea-zanette/), [Dongkeun Yoon](https://md.research.elamur.ai/free/en/authors/dongkeun-yoon/), [Joel Jang](https://md.research.elamur.ai/free/en/authors/joel-jang/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5093766597) · [ORCID](https://orcid.org/0009-0000-7823-2133) · [**h-index 2**](https://openalex.org/authors/A5093766597) · [15 works](https://openalex.org/works?filter=author.id:A5093766597) · [17 citations](https://openalex.org/works?filter=author.id:A5093766597&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sheikh-shafayat/#papers) · [🔗 Cited 96 times in our library](https://md.research.elamur.ai/free/en/authors/sheikh-shafayat/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9874](https://md.research.elamur.ai/free/en/paper-stars/page/99/#star-9874) 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=Sheikh+Shafayat) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sheikh+Shafayat) · [dblp](https://dblp.org/search?q=Sheikh+Shafayat) · [ACL Anthology](https://aclanthology.org/search/?q=Sheikh+Shafayat) ## Affiliations [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 2024–2025 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) 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 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.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/sheikh-shafayat/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/sheikh-shafayat/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[LangBridge: Multilingual Reasoning Without Multilingual Supervision](https://md.research.elamur.ai/free/en/papers/yoon-2024-langbridge-multilingual-reasoning-without-multilingual/)** *(2024 · 29 citations)* Reasoning-focused language models such as MetaMath and Orca 2 come from Llama 2 and are tuned on English domain data. 2. **[Can Large Reasoning Models Self-Train?](https://md.research.elamur.ai/free/en/papers/shafayat-2025-large-reasoning-models-self-train/)** *(2025 · 16 citations)* The paper asks whether a reasoning model can keep improving through reinforcement learning when no ground-truth answers are available and the training signal comes only from the model itself. ## All works 4 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. **[The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models ↗](https://aclanthology.org/2025.naacl-long.303/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Seungone Kim et al.*2025 · 57 citations* 2. **[LangBridge: Multilingual Reasoning Without Multilingual Supervision](https://md.research.elamur.ai/free/en/papers/yoon-2024-langbridge-multilingual-reasoning-without-multilingual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dongkeun Yoon, Joel Jang, Sungdong Kim, et al.*2024 · 29 citations* 3. [**Can Large Reasoning Models Self-Train? arXiv:2505.21444**Sheikh Shafayat, Fahim Tajwar, Ruslan Salakhutdinov, et al.*2025 · 16 citations*](https://md.research.elamur.ai/free/en/papers/shafayat-2025-large-reasoning-models-self-train/) 4. **[A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls ↗](https://arxiv.org/abs/2412.01340) arXiv:2412.01340 · no summary yet**Sheikh Shafayat et al.*2024 · 4 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Andrea Zanette](https://md.research.elamur.ai/free/en/authors/andrea-zanette/) - [Dongkeun Yoon](https://md.research.elamur.ai/free/en/authors/dongkeun-yoon/) - [Joel Jang](https://md.research.elamur.ai/free/en/authors/joel-jang/) - [Minjoon Seo](https://md.research.elamur.ai/free/en/authors/minjoon-seo/) - [Ruslan Salakhutdinov](https://md.research.elamur.ai/free/en/authors/ruslan-salakhutdinov/) - [Seungone Kim](https://md.research.elamur.ai/free/en/authors/seungone-kim/) - [Sungdong Kim](https://md.research.elamur.ai/free/en/authors/sungdong-kim/) ## 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 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 96 times (of the 149,439 papers whose bibliographies we read); [42 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sheikh-shafayat/cited-by/). Updated 3 November 2026