--- title: "Minh Ngoc Ta — author profile and papers — Elamur Research" description: "Minh Ngoc Ta, Mohamed bin Zayed University of Artificial Intelligence: 3 papers on Elamur Research (2026), h-index 1 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/minh-ngoc-ta/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/minh-ngoc-ta/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Minh Ngoc Ta # Minh Ngoc Ta Minh Ngoc Ta has 3 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Yuxia Wang](https://md.research.elamur.ai/free/en/authors/yuxia-wang/), [Artem Vazhentsev](https://md.research.elamur.ai/free/en/authors/artem-vazhentsev/), [Daria Galimzianova](https://md.research.elamur.ai/free/en/authors/daria-galimzianova/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5138108495) · [**h-index 1**](https://openalex.org/authors/A5138108495) · [7 works](https://openalex.org/works?filter=author.id:A5138108495) · [9 citations](https://openalex.org/works?filter=author.id:A5138108495&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/minh-ngoc-ta/#papers) · [🔗 Cited 5 times in our library](https://md.research.elamur.ai/free/en/authors/minh-ngoc-ta/cited-by/) · [⭐ Paper Stars ranking: #10109](https://md.research.elamur.ai/free/en/paper-stars/page/102/#star-10109) 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=Minh+Ngoc+Ta) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Minh+Ngoc+Ta) · [dblp](https://dblp.org/search?q=Minh+Ngoc+Ta) · [ACL Anthology](https://aclanthology.org/search/?q=Minh+Ngoc+Ta) ## Affiliations [🎓**Mohamed bin Zayed University of Artificial Intelligence** Abu Dhabi · United Arab Emirates 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/mohamed-bin-zayed-university-of-artificial-intelligence/) 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).[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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/minh-ngoc-ta/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI](https://md.research.elamur.ai/free/en/papers/wang-2026-is-human-like-text-liked/)** *(2026 · 5 citations)* Earlier work suggested that people can barely tell LLM output from human writing. Most of that evidence came from English text, GPT-3.5-turbo, and small samples. This paper tests whether the claim holds for newer models, other languages and expert readers, aiming to estimate the ceiling of human detection ability. 2. **[FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning](https://md.research.elamur.ai/free/en/papers/ta-2026-faid-fine-grained-ai-generated/)** *(2026 · 3 citations)* Detecting machine-written text is harder when humans and LLMs co-write, and most detectors only output a human vs. 3. **[ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning](https://md.research.elamur.ai/free/en/papers/smirnov-2026-thinkbooster-unified-framework-seamless-test/)** *(2026)* Research on test-time compute (TTC) scaling for LLM reasoning is scattered. Methods are tested under different protocols, model setups and budgets. Most papers report accuracy but not cost, and released code is rarely ready for production. ThinkBooster addresses this with a single open-source framework (MIT license)… ## Co-authors here 12 of 17 co-authors with a page, the most papers together first. - [Yuxia Wang](https://md.research.elamur.ai/free/en/authors/yuxia-wang/) ×2 - [Artem Vazhentsev](https://md.research.elamur.ai/free/en/authors/artem-vazhentsev/) - [Daria Galimzianova](https://md.research.elamur.ai/free/en/authors/daria-galimzianova/) - [Dinh Viet Sang](https://md.research.elamur.ai/free/en/authors/dinh-viet-sang/) - [Ekaterina Fadeeva](https://md.research.elamur.ai/free/en/authors/ekaterina-fadeeva/) - [Giovanni Puccetti](https://md.research.elamur.ai/free/en/authors/giovanni-puccetti/) - [Jiahui Geng](https://md.research.elamur.ai/free/en/authors/jiahui-geng/) - [Jingwei Ni](https://md.research.elamur.ai/free/en/authors/jingwei-ni/) - [Jinyan Su](https://md.research.elamur.ai/free/en/authors/jinyan-su/) - [Jonibek Mansurov](https://md.research.elamur.ai/free/en/authors/jonibek-mansurov/) - [Kareem Elozeiri](https://md.research.elamur.ai/free/en/authors/kareem-elozeiri/) - [Mervat Abassy](https://md.research.elamur.ai/free/en/authors/mervat-abassy/) ## 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 of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ## Cited by Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/minh-ngoc-ta/cited-by/). Updated 1 November 2026