Minh Ngoc Ta
Minh Ngoc Ta has 3 papers in our library, in 2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Reasoning; often with Yuxia Wang, Artem Vazhentsev, Daria Galimzianova.
OpenAlex · h-index 1 · 7 works · 9 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #10109
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI (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. - FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning (2026 · 3 citations)
Detecting machine-written text is harder when humans and LLMs co-write, and most detectors only output a human vs. - ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning (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
- Yuxia Wang ×2
- Artem Vazhentsev
- Daria Galimzianova
- Dinh Viet Sang
- Ekaterina Fadeeva
- Giovanni Puccetti
- Jiahui Geng
- Jingwei Ni
- Jinyan Su
- Jonibek Mansurov
- Kareem Elozeiri
- Mervat Abassy
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/minh-ngoc-ta/