Publications

2025

FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

Qianli Wang, Nils Feldhus, Simon Ostermann, Luis Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt
In submission
arXiv | (Code will be publicly available once the paper is published)

Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller, and Vera Schmitt
COLING 2025
ACL Anthology available in January | arXiv | GitHub

2024

Anchored Alignment for Self-Explanations Enhancement

Luis Felipe Villa-Arenas, Ata Nizamoglu, Qianli Wang, Sebastian Möller, and Vera Schmitt
In submission
arXiv | GitHub

CoXQL: A Dataset for Explanation Request Parsing in Conversational XAI Systems

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, and Sebastian Möller
EMNLP 2024 Findings
ACL Anthology | arXiv | GitHub

Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues

Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, and Sebastian Möller
ACM GoodIT 2024 (Work in Progress track)
ACM Digital Library | OpenReview (previous version submitted to ARR)

LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations

Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef van Genabith, Leonhard Hennig, and Sebastian Möller
NAACL 2024 Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP)
ACL Anthology | arXiv | GitHub

2023

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations

Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, and Sebastian Möller
EMNLP 2023 Findings & BlackboxNLP Workshop
ACL Anthology | arXiv | GitHub