Van Bach Nguyen
Van Bach Nguyen has 2 papers in our library, in 2026, most of them on Language models & pretraining, Sentiment & emotion, Multilingual & cross-lingual NLP; often with Christin Seifert, Hinrich Schuetze, Jörg Schlötterer.
OpenAlex · ORCID · h-index 6 · 17 works · 106 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 4Research subjects and languages the work is about.Interpretability · 1 workLanguage models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 workSentiment & emotion · 1 work
Works by year
2020s
Papers
- How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective (2026)
The paper asks what happens inside a language model when it rewrites a text so that its sentiment flips (positive to negative or the reverse) while the rest of the wording stays as close as possible to the original. - Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation (2026)
Counterfactual explanations are small edits to an input that flip a classifier's prediction. LLMs produce them well in English, but their quality in other languages had not been studied. To examine this, the authors evaluate three open instruction-tuned LLMs on XNLI and SIB200, two multilingual classification…
Co-authors here
- Christin Seifert ×2
- Hinrich Schuetze
- Jörg Schlötterer
- Nils Feldhus
- Qianli Wang
- Sebastian Möller
- Vera Schmitt
- Yihong Liu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Updated
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