Van Bach Nguyen

According to our database, Van Bach Nguyen authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Judge Circuits.

Nils Feldhus, Tanja Baeumel, Elena Golimblevskaia, Qianli Wang, Van Bach Nguyen, Aaron Louis Eidt, Selin Kahvecioglu, Christopher Ebert, Wojciech Samek, Jing Yang, Vera Schmitt, Sebastian Möller, Simon Ostermann

CoRR, May, 2026

How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective.

Van Bach Nguyen, Jörg Schlötterer, Christin Seifert

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

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

Qianli Wang, Van Bach Nguyen, Yihong Liu, Fedor Splitt, Nils Feldhus, Christin Seifert, Hinrich Schütze, Sebastian Möller, Vera Schmitt

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification.

Van Bach Nguyen, Christin Seifert, Jörg Schlötterer

Proceedings of the Explainable Artificial Intelligence, 2025

Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals.

Qianli Wang, Van Bach Nguyen, Nils Feldhus, Luis Felipe Villa-Arenas, Christin Seifert, Sebastian Möller, Vera Schmitt

Proceedings of the 18th International Natural Language Generation Conference, 2025

2024

XAgent: A Conversational XAI Agent Harnessing the Power of Large Language Models.

Van Bach Nguyen, Jörg Schlötterer, Christin Seifert

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

CEval: A Benchmark for Evaluating Counterfactual Text Generation.

Van Bach Nguyen, Christin Seifert, Jörg Schlötterer

Proceedings of the 17th International Natural Language Generation Conference, 2024

LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study.

Van Bach Nguyen, Paul Youssef, Christin Seifert, Jörg Schlötterer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

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

Van Bach Nguyen, Jörg Schlötterer, Christin Seifert

Proceedings of the Explainable Artificial Intelligence, 2023

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

Phuong Quynh Le, Meike Nauta, Van Bach Nguyen, Shreyasi Pathak, Jörg Schlötterer, Christin Seifert

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent.

Van Bach Nguyen, Jörg Schlötterer, Christin Seifert

CoRR, 2022

The Importance of Future Information in Credit Card Fraud Detection.

Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2019

Policy Learning for Malaria Control.

Van Bach Nguyen, Belaid Mohamed Karim, Bao Long Vu, Jörg Schlötterer, Michael Granitzer

CoRR, 2019