Author

Van Bach Nguyen

Observed names: Bach Nguyen, Van, Nguyen, Van Bach

Institution: Philipps University of Marburg

Observed institutions: Philipps University of Marburg, University of Duisburg-Essen, Vietnam Maritime University

ORCID: 0000-0002-4576-9302

Observed ORCID: 0000-0002-4576-9302

OpenAlex ID: A5103220519

Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges

2023 · Phuong Quynh Le, Meike Nauta, et al. · International Joint Conference on Artificial Intelligence · 33

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Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT Models

2023 · Max Tigo Rietberg, Van Bach Nguyen, et al. · Diagnostics · 17

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Effect of Heat Treatment Process on The Microstructure and Mechanical Properties of The Spray Coating Ni-Cr on CT38 Steel

2019 · Anh Tuan Hoang, Thi Thanh Van Tran, et al. · International Journal on Advanced Science Engineering and Information Technology · 15

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From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent

2023 · Van Bach Nguyen, Jörg Schlötterer, et al. · Communications in computer and information science · 14

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LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study

2024 · Van Bach Nguyen, Paul Youssef, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 11

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The Importance of Future Information in Credit Card Fraud Detection

2022 · Nguyen, Van Bach, Dastidar, Kanishka Ghosh, et al. · arXiv (Cornell University) · 11

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CEval: A Benchmark for Evaluating Counterfactual Text Generation

2024 · Van Bach Nguyen, Christin Seifert, et al. · International Conference on Natural Language Generation · 4

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Policy Learning for Malaria Control

2019 · Nguyen, Van Bach, Karim, Belaid Mohamed, et al. · arXiv (Cornell University) · 3

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Targeted Visual Counterfactual Explanations for Contrastive Vision-Language Model

2026 · Nguyen, Van Bach, Schlötterer, Jörg, et al. · arXiv (Cornell University)

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Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation

2026 · Association for Computational Linguistics 2026, Bach Nguyen, Van, et al. · Underline Science Inc.

Judge Circuits Explain Format-Induced Inconsistency in LLM-as-a-Judge

2026 · Feldhus, Nils, Baeumel, Tanja, et al. · arXiv (Cornell University)

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How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective

2026 · Association for Computational Linguistics 2026, Bach Nguyen, Van, et al. · Underline Science Inc.

Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation

2026 · Wang, Qianli, Nguyen, Van Bach, et al. · arXiv (Cornell University)

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How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective

2026 · Van Bach Nguyen, Jörg Schlötterer, et al. · Conference of the European Chapter of the Association for Computational Linguistics

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Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation

2026 · Qianli Wang, Van Bach Nguyen, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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SimXAI: A Simple Drop-in Layer Increases Interaction Quality and Understanding in Conversational XAI

2026 · Van Bach Nguyen, Qianli Wang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

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Works count: 19

Citation count: 110

H-index: 6

I10-index: 6