Benjamin Roth
Scholar

Benjamin Roth

Google Scholar ID: hz5AsE0AAAAJ
University of Vienna
Natural Language ProcessingMachine Learning
Google Scholar↗
Citations & Impact
All-time
Citations
1,172
 
H-index
16
 
i10-index
23
 
Publications
20
 
Co-authors
13
list available
Contact
No contact links provided.
Publications
16 items
Select or Project? Evaluating Lower-dimensional Vectors for LLM Training Data Explanations
2026
Cited
0
Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs
2026
Cited
0
Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis
2026
Cited
0
Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations
2026
Cited
0
Do LLM Self-Explanations Help Users Predict Model Behavior? Evaluating Counterfactual Simulatability with Pragmatic Perturbations
arXiv.org · 2026
Cited
1
Compact Example-Based Explanations for Language Models
arXiv.org · 2026
Cited
0
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions
2025
Cited
0
Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations
2025
Cited
0
Resume (English only)
Co-authors
13 total
Dietrich Klakow
Dietrich Klakow
Saarland University, Saarland Informatics Campus, PharmaScienceHub
Co-author 2
Co-author 2
Andrew McCallum
Andrew McCallum
Distinguished Professor of Computer Science, University of Massachusetts Amherst
Hinrich Schütze
Hinrich Schütze
University of Munich
Andreas Stephan
Andreas Stephan
PhD student, University of Vienna
Arvind Neelakantan
Arvind Neelakantan
Research Scientist, Google DeepMind
Grzegorz Chrupała
Grzegorz Chrupała
Associate Professor at Tilburg University
Emma Strubell
Emma Strubell
Assistant Professor, Carnegie Mellon University