Carel van Niekerk
Scholar

Carel van Niekerk

Google Scholar ID: Asit7LQAAAAJ
Heinrich-Heine University, Düsseldorf
Dialogue SystemsBayesian LearningRecurrent NNNLPCalibrated Deep Learning
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Citations & Impact
All-time
Citations
672
 
H-index
11
 
i10-index
14
 
Publications
20
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
7 items
Prompt reinforcing for long-term planning of large language models
2025
Cited
0
Text-to-SQL Task-oriented Dialogue Ontology Construction
2025
Cited
0
Post-Training Large Language Models via Reinforcement Learning from Self-Feedback
2025
Cited
0
Emotionally Intelligent Task-oriented Dialogue Systems: Architecture, Representation, and Optimisation
2025
Cited
0
Less is More: Local Intrinsic Dimensions of Contextual Language Models
2025
Cited
0
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding
SIGDIAL Conferences · 2024
Cited
1
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction
Transactions of the Association for Computational Linguistics · 2023
Cited
2
Resume (English only)
Co-authors
16 total
Milica Gasic
Milica Gasic
Professor, Heinrich-Heine-University Düsseldorf
Hsien-Chin Lin
Hsien-Chin Lin
Postdoc researcher in Heinrich-Heine-Universität Düsseldorf
Michael Heck
Michael Heck
Heinrich Heine University Düsseldorf, Germany
Nurul Lubis
Nurul Lubis
Heinrich Heine University
Co-author 5
Co-author 5
Shutong Feng
Shutong Feng
Heinrich-Heine-Universität Düsseldorf
Renato Vukovic
Renato Vukovic
Doktorand, Heinrich-Heine-Universität Düsseldorf
Benjamin Matthias Ruppik
Benjamin Matthias Ruppik
Heinrich Heine University Düsseldorf