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Michael Heck — most-cited papers & profile · Speech Audio
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Michael Heck
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Most-cited papers
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking
2020
Out-of-Task Training for Dialog State Tracking Models
2020
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems
2021
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis
2022
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers
2022
Dialogue Evaluation with Offline Reinforcement Learning
2022
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
2023
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction
2024
Top co-authors
Carel van Niekerk
· 8
Hsien-chin Lin
· 7
Milica Ga\v{s}i\'c
· 7
Christian Geishauser
· 6
Nurul Lubis
· 6
Shutong Feng
· 5
Renato Vukovic
· 3
Benjamin Matthias Ruppik
· 2
Marco Moresi
· 2
Marcus Zibrowius
· 2
and Milica Ga\v{s}i\'c
· 1
Benjamin Ruppik
· 1
Topics
cs.CL
cs.AI
Uncategorized
cs.LG