Michael Heck
Scholar

Michael Heck

Google Scholar ID: uahwB_IAAAAJ
Heinrich Heine University Düsseldorf, Germany
Automatic speech recognitionUnsupervised learningRepresentation learningNatural language processingDialog systems
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Citations & Impact
All-time
Citations
907
 
H-index
14
 
i10-index
21
 
Publications
20
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
7 items
Leveraging Low-Level Symbolic Competences for Unsupervised Grounding in Hallucination Detection
2026
Cited
0
Prompt reinforcing for long-term planning of large language models
2025
Cited
0
Text-to-SQL Task-oriented Dialogue Ontology Construction
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
15 total
Nurul Lubis
Nurul Lubis
Heinrich Heine University
Satoshi Nakamura
Satoshi Nakamura
The Chinese University of Hong Kong, Shenzhen
Alexander Waibel
Alexander Waibel
Carnegie Mellon, KIT, Karlsruhe Institute of Technology, University of Karlsruhe
Co-author 4
Co-author 4
Matthias Sperber
Matthias Sperber
Apple
Graham Neubig
Graham Neubig
Carnegie Mellon University, All Hands AI
Tomoki Toda
Tomoki Toda
Nagoya University
Co-author 8
Co-author 8