XplaiNLP Research Group
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Paper-Conference
Utilising Large Language Models for Adversarial Attacks in Text-to-SQL: A Perpetrator and Victim Approach
This paper investigates the use of Large Language Models (LLMs) for the Text-to-SQL task, both as Perpetrator models for generating …
Ariana Sahitaj
,
Markus Nilles
,
Ralf Schenkel
,
Prof. Dr. Vera Schmitt
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dfkinit2b at CheckThat! 2025: Leveraging LLMs and Ensemble of Methods for Multilingual Claim Normalization
Tatiana Anikina
,
Ivan Vykopal
,
Sebastian Kula
,
Ravi Kiran Chikkala
,
Natalia Skachkova
,
Jing Yang
,
Veronika Solopova
,
Vera Schmitt
,
Simon Ostermann
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PolBiX: Detecting LLMs' Political Bias in Fact-Checking through X-phemisms
Charlott Jakob
,
David Harbecke
,
Patrick Parschan
,
Pia Wenzel Neves
,
Vera Schmitt
PDF
Signals of Strain: Using Biosignals to Assess Fatigue in Video Conferencing
Lucy v. Pagel
,
Tanja Kojic
,
Vera Schmitt
,
Wafaa Wardah
,
Philipp L. Harnisch
,
Sebastian Möller
,
Robert P. Spang
PDF
XplaiNLP at CheckThat! 2025: Multilingual Subjectivity Detection with Finetuned Transformers and Prompt-Based Inference with Large Language Models
Ariana Sahitaj
,
Jiaao Li
,
Pia Wenzel Neves
,
Fedor Splitt
,
Premtim Sahitaj
,
Charlott Jakob
,
Veronika Solopova
,
Vera Schmitt
PDF
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems
Conversational explainable artificial intelligence (ConvXAI) systems based on large language models (LLMs) have garnered significant …
Qianli Wang
,
Tatiana Anikina
,
Nils Feldhus
,
Dr. Simon Ostermann
,
Prof. Sebastian Möller
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Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem
Natural language explanations (NLEs) are vital for elucidating the reasoning behind large language model (LLM) decisions. Many …
Qianli Wang
,
Tatiana Anikina
,
Nils Feldhus
,
Simon Ostermann
,
Prof. Sebastian Möller
,
Prof. Dr. Vera Schmitt
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Disentangling User States in QoE: Situation-Dependent and Independent Factors
While current Quality of Experience (QoE) formation models recognize the impact of user states on perception, they often overlook the …
Robert P Spang
,
Maximilian Warsinke
,
Prof. Dr. Vera Schmitt
,
Luis-Felipe Villa-Arenas
,
Navid Ashrafi
,
Prof. Sebastian Möller
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Evaluating Human-Centered AI Explanations: Introduction of an XAI Evaluation Framework for Fact-Checking
The rapidly increasing amount of online information and the ad-vent of Generative Artificial Intelligence (GenAI) make the …
Prof. Dr. Vera Schmitt
,
Balázs Patrik Csomor
,
Joachim Meyer
,
Luis-Felipe Villa-Areas
,
Charlott Jakob
,
Tim Polzehl
,
Prof. Sebastian Möller
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Implications of Regulations on Large Generative AI Models in the Super-Election Year and the Impact on Disinformation
With the rise of Large Generative AI Models (LGAIMs), disinformation online has become more concerning than ever before. Within the …
Prof. Dr. Vera Schmitt
,
Jakob Tesch
,
Eva Lopez
,
Luis-Felipe Villa-Areas
,
Tim Polzehl
,
Aljoscha Burchardt
,
Konstanze Neumann
,
Salar Mohtaj
,
Prof. Sebastian Möller
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