DFKI NLP
DFKI NLP
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Nils Feldhus
Senior Researcher
DFKI
TU Berlin
Latest
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems
Conversational XAI and Explanation Dialogues
German Voter Personas can Radicalize LLM Chatbots via the Echo Chamber Effect
Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues
Democratizing Advanced Attribution Analyses of Generative Language Models with the Inseq Toolkit
XAI for Better Exploitation of Text in Medical Decision Support
QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models
The Role of Explainability in Collaborative Human-AI Disinformation Detection
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations
Automatic User Experience Evaluation of Goal-Oriented Dialogs Using Pre- Trained Language Models
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations
Inseq: An Interpretability Toolkit for Sequence Generation Models
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
Adapters for Resource-Efficient Deployment of NLU Models
Fighting Disinformation: Overview of Recent AI-Based Collaborative Human-Computer Interaction for Intelligent Decision Support Systems
XAINES: Explaining AI with Narratives
Towards Automated Dialog Personalization using MBTI Personality Indicators
Towards Personality-aware Chatbots
An Annotated Corpus of Textual Explanations for Clinical Decision Support
Mediators: Conversational Agents Explaining NLP Model Behavior
Efficient Explanations from Empirical Explainers
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools
Combining Open Domain Question Answering with a Task-Oriented Dialog System
Evaluating German Transformer Language Models with Syntactic Agreement Tests
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