🧑‍🔬 Trung Kiet Huynh

🏛️ Affiliations

🎓Vietnam National University Ho Chi Minh CityHo Chi Minh City · Vietnam2025–2026 · 4 paperscurrent🎓Ho Chi Minh City University of ScienceHo Chi Minh City · Vietnam2023–2026 · 3 papersEmployment since 2023 · AI Researcher, Information Technologycurrent

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. HCMUS RepeatedGames at SemEval-2026 Task 12: CausalRAG: Synergizing Causal Graph Retrieval and Extended LoRA for Abductive Reasoning (2026)
   SemEval-2026 Task 12 (Abductive Event Reasoning, AER) gives systems a real-world event, about ten retrieved English documents per topic, and four candidate explanations.
2. HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification (2026)
   This paper describes a system for the ABJAD-NLP Shared Task at EACL 2026. The task is to sort Arabic medical consultations, written as question–answer pairs, into 82 topic labels. The data is very unbalanced: the largest class has 600 examples and the smallest only 7. Because scoring uses macro-F1, rare labels count…
3. HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style Transfer (2026)
   The paper presents the top-ranked system in the AbjadStyleTransfer shared task (ArabicNLP 2026). The task is to rewrite formal Modern Standard Arabic so that it reads like a given literary author. The team's data analysis showed that none of the 21 test authors, among them Naguib Mahfouz, Taha Hussein and Khalil…
4. HCMUS_TheFangs at AbjadGenEval Shared Task: Weighted Layer Pooling with Attention Fusion for Arabic AI-Generated Text Detection (2026)
   The paper describes the first-place system in the AbjadGenEval shared task. The task is binary classification of Arabic news texts as written by a human or produced by an LLM (GPT-3.5, GPT-4, Claude). The training data is heavily skewed toward machine text: 36,182 machine samples against 5,621 human ones.
5. HCMUS_TheFangs at NakbaArchiveClassifier Shared Task: Foundation Models and Advanced Training Strategies for Conflict Damage Classification (2026)
   This paper describes the top-ranked submission to the Nakba-NLP 2026 shared task called NakbaArchiveClassifier.
6. HCMUSDroneBoys at SemEval-2026 Task 11: Asymmetric Counterfactual Debiasing and Rank-Sensitive Logical Invariance Adaptation for Syllogistic Reasoning (2026)
   The paper addresses the content effect in syllogistic reasoning. Language models tend to judge an argument's formal validity by whether its conclusion sounds believable. The authors' entry to SemEval-2026 Task 11, Subtask 1 (English binary validity classification) fine-tunes Qwen2.5-14B-Instruct with three…

🤝 Co-authors here

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

• Duy Minh Dao Sy ×6
• Nguyen Chi Tran ×4
• Phu Quy Nguyen Lam ×4
• Nguyen Dinh Ha Duong ×3
• Phu Hoa Pham ×3
• Nguyen Lam Phu Quy ×2
• Nguyen Tran ×2
• Pham Phu Hoa ×2

Venues

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

• Workshop on NLP for Languages Using Arabic Script ×3: Workshop on NLP for Languages Using Arabic Script 2026 ×3
• International Workshop on Semantic Evaluation (SemEval) ×2: SemEval 2026 ×2
• International Workshop on Nakba Narratives as Language Resources @ LREC: International Workshop on Nakba Narratives as Language Resources @ LREC 2026

Updated 1 November 2026

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