--- title: "Nguyen Thi Ngoc Diep — author profile and papers in our library" description: "Nguyen Thi Ngoc Diep: 3 papers on Elamur Research (2025–2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nguyen Thi Ngoc Diep # Nguyen Thi Ngoc Diep Nguyen Thi Ngoc Diep has 3 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Linh Ngo Van](https://md.research.elamur.ai/free/en/authors/linh-ngo-van/), [Trung Le](https://md.research.elamur.ai/free/en/authors/trung-le/), [Dinh Viet Sang](https://md.research.elamur.ai/free/en/authors/dinh-viet-sang/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5107832640) · [**h-index 2**](https://openalex.org/authors/A5107832640) · [19 works](https://openalex.org/works?filter=author.id:A5107832640) · [6 citations](https://openalex.org/works?filter=author.id:A5107832640&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/#papers) · [🔗 Cited 8 times in our library](https://md.research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/cited-by/) · [⭐ Paper Stars ranking: #9893](https://md.research.elamur.ai/free/en/paper-stars/page/99/#star-9893) 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=Nguyen+Thi+Ngoc+Diep) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nguyen+Thi+Ngoc+Diep) · [dblp](https://dblp.org/search?q=Nguyen+Thi+Ngoc+Diep) · [ACL Anthology](https://aclanthology.org/search/?q=Nguyen+Thi+Ngoc+Diep) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 4 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Topic modeling · 1 work](https://md.research.elamur.ai/free/en/concepts/topic-modeling/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments](https://md.research.elamur.ai/free/en/papers/truong-2025-emo-embedding-model-distillation-intra/)** *(2025 · 10 citations)* Large text embedding models such as LLM2Vec are expensive to deploy. Knowledge distillation can compress them, but it gets harder when the teacher and the student split text with different tokenizers. Earlier cross-tokenizer KD (CTKD) methods mostly match final outputs or logits. They ignore the relational knowledge… 2. **[LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models](https://md.research.elamur.ai/free/en/papers/xuan-2026-llm-xtm-enhancing-cross-lingual/)** *(2026)* Cross-lingual topic models try to find themes shared across languages. They depend on limited bilingual resources such as seed dictionaries, document embeddings or parallel corpora, so paired topics often drift apart in meaning. Earlier LLM-assisted methods either query the model for every document, which is costly… 3. **[MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents](https://md.research.elamur.ai/free/en/papers/van-2026-memorai-memory-organization-retrieval-adaptive/)** *(2026)* LLM-based conversational agents cannot remember users across long, multi-session interactions. Current graph-based memory stores also have problems: they keep too much generic chatter, they cannot show which dialogue turn a fact came from, and they rank evidence the same way regardless of the question. MemORAI… ## Co-authors here 6 co-authors with a page, the most papers together first. - [Linh Ngo Van](https://md.research.elamur.ai/free/en/authors/linh-ngo-van/) ×3 - [Trung Le](https://md.research.elamur.ai/free/en/authors/trung-le/) ×3 - [Dinh Viet Sang](https://md.research.elamur.ai/free/en/authors/dinh-viet-sang/) - [Minh Chu Xuan](https://md.research.elamur.ai/free/en/authors/minh-chu-xuan/) - [Thien Huu Nguyen](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/) - [Tu Vu](https://md.research.elamur.ai/free/en/authors/tu-vu/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 8 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/nguyen-thi-ngoc-diep/cited-by/). Updated 1 November 2026