Van Bach Nguyen

16 papers A* 1A 1B 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective.
EACL (Volume 1: Long Papers)
Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2026 J jnl
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation.
CoRR
Qianli Wang, Van Bach Nguyen, Yihong Liu, Fedor Splitt, Nils Feldhus, Christin Seifert, Hinrich Schütze, Sebastian Möller, Vera Schmitt
2025 — conf
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification.
xAI (4)
Van Bach Nguyen, Christin Seifert, Jörg Schlötterer
2025 J jnl
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification.
CoRR
Van Bach Nguyen, Christin Seifert, Jörg Schlötterer
2025 J jnl
Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals.
CoRR
Qianli Wang, Van Bach Nguyen, Nils Feldhus, Luis Felipe Villa-Arenas, Christin Seifert, Sebastian Möller, Vera Schmitt
2024 B conf
CEval: A Benchmark for Evaluating Counterfactual Text Generation.
INLG
Van Bach Nguyen, Christin Seifert, Jörg Schlötterer
2024 J jnl
CEval: A Benchmark for Evaluating Counterfactual Text Generation.
CoRR
Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2024 — conf
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study.
EMNLP (Findings)
Van Bach Nguyen, Paul Youssef, Christin Seifert, Jörg Schlötterer
2024 J jnl
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study.
CoRR
Van Bach Nguyen, Paul Youssef, Jörg Schlötterer, Christin Seifert
2024 — conf
XAgent: A Conversational XAI Agent Harnessing the Power of Large Language Models.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2023 A* conf
Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges.
IJCAI
Phuong Quynh Le, Meike Nauta, Van Bach Nguyen, Shreyasi Pathak, Jörg Schlötterer, Christin Seifert
2023 — conf
From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent.
xAI (3)
Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2022 J jnl
Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent.
CoRR
Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
2022 A conf
The Importance of Future Information in Credit Card Fraud Detection.
AISTATS
Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini
2022 J jnl
The Importance of Future Information in Credit Card Fraud Detection.
CoRR
Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini
2019 J jnl
Policy Learning for Malaria Control.
CoRR
Van Bach Nguyen, Belaid Mohamed Karim, Bao Long Vu, Jörg Schlötterer, Michael Granitzer