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Hoang D. Nguyen

Hoang D. Nguyen has 4 papers in our library, in 2024–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Evaluation & benchmarks; often with Barry O'Sullivan, Khanh-Tung Tran.

4 papers in our library · 2024–2026

OpenAlex · ORCID · Wikidata · h-index 20 · 80 works · 1,277 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 82 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #9426

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University College CorkCork · Ireland2023–2026 · 15 papersEmploymentcurrent🎓University of AlbertaEdmonton · Canada2025–2026 · 5 paperscurrent🎓University of Glasgow SingaporeSingapore · Singapore2019–2022 · 13 papers🎓National University of SingaporeSingapore · Singapore2014–2021 · 12 papersEducation🎓Ulsan National Institute of Science and TechnologyUlsan · South Korea2020–2024 · 11 papers🎓University of GlasgowGlasgow · United Kingdom2019–2021 · 4 papersEducationEmployment🎓University of Nevada, RenoReno · United States2022–2023 · 3 papers🎓Le Quy Don Technical UniversityHanoi · Vietnam2024 · 2 papers🎓King's College LondonLondon · United KingdomEducation

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed.

 Fields, topics and concepts

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

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 4 worksArts and Humanities · 4 worksComputer Science · 4 worksLanguage and Linguistics · 4 worksSocial Sciences · 1 workSociology and Political Science · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 3 worksEvaluation & benchmarks · 1 workMultilingual & cross-lingual NLP · 1 work

 Works by year

2020s

20263 papers20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. UCCIX: Irish-eXcellence Large Language Model (2024 · 14 citations)
    Irish is a UNESCO "definitely endangered" language with only a few hundred million tokens of available text, far below what scaling laws suggest for training an LLM.
  2. Disentangling Continued Pre-Training: Attention-Driven Routing and Semantic Hub Preservation in Language Adaptation (2026 · 1 citation)
    The paper examines what happens inside an LLM during Continued Pre-Training (CPT), the process that teaches it a second language. The authors trace the full training trajectory instead of only the final checkpoint. They use English as the base language and three targets: Irish, Basque, and Chinese. The models are:
  3. LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding (2026)
    Multilingual LLMs tend to answer worse in lower-resource languages than in English. They also often switch into English even when prompted in another language. Earlier preference-optimization fixes such as MAPO, LIDR and ICR depend on outside supervision, such as translation systems or English-trained reward models.
  4. Questionnaire Meets LLM: A Benchmark and Empirical Study of Structural Skills for Understanding Questions and Responses (2026)
    Survey data is a grid of respondents by questions. It is hard for LLMs because cells mix types such as Likert scores, coded multiple-choice options and free text, and answer codes must be decoded through schema metadata. Practitioners also have no evidence on how to turn such data into text for a model. The authors…

All works

6 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

  1. Multi-Agent Collaboration Mechanisms: A Survey of LLMs ↗arXiv:2501.06322 · no summary yetKhanh-Tung Tran et al.2025 · 95 citations
  2. Modular Graph Transformer Networks for Multi-Label Image Classification ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le2021 · 77 citations
  3. UCCIX: Irish-eXcellence Large Language ModelFrontiers in artificial intelligence and applicationsKhanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen2024 · 14 citations
  4. Disentangling Continued Pre-Training: Attention-Driven Routing and Semantic Hub Preservation in Language AdaptationFindings of the Association for Computational LinguisticsKhanh-Tung Tran, Vinh-Khanh Tran, Barry O'Sullivan, et al.2026 · 1 citation
  5. LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation RewardingConference of the European Chapter of the Association for Computational Linguistics (EACL)Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen2026
  6. Questionnaire Meets LLM: A Benchmark and Empirical Study of Structural Skills for Understanding Questions and ResponsesLanguage Resources and Evaluation Conference (LREC)Duc-Hai Nguyen, Vijayakumar Nanjappan, Barry O'Sullivan, et al.2026

 Co-authors here

2 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 82 times (of the 149,439 papers whose bibliographies we read); 21 citing papers with a page here →.

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