Chien Van Nguyen
Chien Van Nguyen has 4 papers in our library, in 2023–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP; often with Franck Dernoncourt, Ryan A. Rossi, Thien Huu Nguyen.
OpenAlex · ORCID · h-index 5 · 22 works · 94 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 178 times in our library · ⭐ Paper Stars ranking: #5560
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksComputer Vision and Pattern Recognition · 4 worksLanguage and Linguistics · 4 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 4 worksMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages (2023 · 181 citations)
Open LLMs are often released without their training corpora, and most open pretraining corpora are English-only. - A Survey of Small Language Models (2024 · 31 citations)
Large language models perform well but need heavy compute, memory and data, so they usually run on centralized, specialized hardware. - Lizard: An Efficient Linearization Framework for Large Language Models (2026 · 2 citations)
Transformer LLMs become expensive on long inputs because softmax attention scales quadratically and the KV cache keeps growing during generation. - Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models (2026)
The KV cache of a Transformer grows linearly with context length, so long-context inference becomes memory-bound.
Co-authors here
- Franck Dernoncourt ×3
- Ryan A. Rossi ×3
- Thien Huu Nguyen ×2
- Viet Dac Lai ×2
- Haoliang Wang
- Hieu Man
- Jian Chen
- Joe Barrow
- Junda Wu
- Linh Ngo Van
- Mihir Parmar
- Nghia Trung Ngo
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Language Resources and Evaluation Conference (LREC): LREC 2023
Cited by
Updated
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