Publications

A collection of my research work. († denotes equal contribution)

Showing 12 of 12 publications

Paper2Figure: Assessing Automated Schematic Figure Generation and Evaluation for Scientific Papers

Shengyun Si, Zihang Wang, Yang Wang, Vera Schmitt, Jing Yang, Qianli Wang, Jiaao Li, Sebastian Möller Guanyi Liu, Arman Cohan, Yilun Zhao

2026

In submission

Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems

Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems

1st Author

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Fedor Splitt, Jiaao Li, Yoana Tsoneva, Sebastian Möller, Vera Schmitt

Findings of the Association for Computational Linguistics: EMNLP 2025

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

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

1st Author

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

Oral Presentation

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

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

1st Author

Qianli Wang, Nils Feldhus, Simon Ostermann, Luis Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt

Findings of the Association for Computational Linguistics: ACL 2025

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

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

1st Author

Qianli Wang, Tatiana Anikina†, Nils Feldhus†, Simon Ostermann, Sebastian Möller, Vera Schmitt

Proceedings of the 31st International Conference on Computational Linguistics 2025

PaperCode

Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability

1st Author

Qianli Wang, Mingyang Wang, Nils Feldhus, Simon Ostermann, Yuan Cao, Hinrich Schütze, Sebastian Möller, Vera Schmitt

2025

In submission

Paper

Beyond Transparency: Evaluating Explainability in AI-Supported Fact-Checking

Vera Schmitt, Isabel Bezzaoui, Charlott Jakob, Premtim Sahitaj, Qianli Wang, Arthur Hilbert, Max Upravitelev, Jonas Fegert, Sebastian Möller, Veronika Solopova

Proceedings of the 4th ACM International Workshop on Multimedia AI against Disinformation 2025

Paper

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

1st Author

Qianli Wang, Tatiana Anikina†, Nils Feldhus†, Simon Ostermann, Sebastian Möller

Findings of the Association for Computational Linguistics: EMNLP 2024

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

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

1st Author

Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef Genabith, Leonhard Hennig, Sebastian Möller

Proceedings of the Third Workshop on Bridging Human--Computer Interaction and Natural Language Processing 2024

PaperCode

Anchored Alignment for Self-Explanations Enhancement

Luis Felipe Villa-Arenas, Ata Nizamoglu, Qianli Wang, Sebastian Möller, Vera Schmitt

2024

In submission

Paper

Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues

Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller

Proceedings of the 2024 International Conference on Information Technology for Social Good 2024

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

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

Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller

Findings of the Association for Computational Linguistics: EMNLP 2023

PaperCode