Benjamin Matthias Ruppik

24 papers A* 2B 5Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction.
Trans. Assoc. Comput. Linguistics
Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2025 J jnl
Emotionally Intelligent Task-oriented Dialogue Systems: Architecture, Representation, and Optimisation.
CoRR
Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2025 A* conf
Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling.
AAAI
Michael Heck, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Shutong Feng, Hsien-Chin Lin, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2025 J jnl
Less is More: Local Intrinsic Dimensions of Contextual Language Models.
CoRR
Benjamin Matthias Ruppik, Julius von Rohrscheidt, Carel van Niekerk, Michael Heck, Renato Vukovic, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Bastian Rieck, Marcus Zibrowius, Milica Gasic
2025 J jnl
Post-Training Large Language Models via Reinforcement Learning from Self-Feedback.
CoRR
Carel van Niekerk, Renato Vukovic, Benjamin Matthias Ruppik, Hsien-Chin Lin, Milica Gasic
2025 J jnl
Prompt reinforcing for long-term planning of large language models.
CoRR
Hsien-Chin Lin, Benjamin Matthias Ruppik, Carel van Niekerk, Chia-Hao Shen, Michael Heck, Nurul Lubis, Renato Vukovic, Shutong Feng, Milica Gasic
2025 J jnl
Text-to-SQL Task-oriented Dialogue Ontology Construction.
CoRR
Renato Vukovic, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Hsien-Chin Lin, Shutong Feng, Nurul Lubis, Milica Gasic
2024 B conf
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding.
SIGDIAL
Renato Vukovic, David Arps, Carel van Niekerk, Benjamin Matthias Ruppik, Hsien-Chin Lin, Michael Heck, Milica Gasic
2024 J jnl
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding.
CoRR
Renato Vukovic, David Arps, Carel van Niekerk, Benjamin Matthias Ruppik, Hsien-Chin Lin, Michael Heck, Milica Gasic
2024 B conf
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation.
SIGDIAL
Shutong Feng, Hsien-Chin Lin, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2024 J jnl
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation.
CoRR
Shutong Feng, Hsien-Chin Lin, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2024 J jnl
Learning With an Open Horizon in Ever-Changing Dialogue Circumstances.
IEEE ACM Trans. Audio Speech Lang. Process.
Christian Geishauser, Carel van Niekerk, Nurul Lubis, Hsien-Chin Lin, Michael Heck, Shutong Feng, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2024 J jnl
Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling.
CoRR
Michael Heck, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Shutong Feng, Hsien-Chin Lin, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2024 J jnl
Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction.
CoRR
Benjamin Matthias Ruppik, Michael Heck, Carel van Niekerk, Renato Vukovic, Hsien-Chin Lin, Shutong Feng, Marcus Zibrowius, Milica Gasic
2024 B conf
Local Topology Measures of Contextual Language Model Latent Spaces with Applications to Dialogue Term Extraction.
SIGDIAL
Benjamin Matthias Ruppik, Michael Heck, Carel van Niekerk, Renato Vukovic, Hsien-Chin Lin, Shutong Feng, Marcus Zibrowius, Milica Gasic
2023 J jnl
CAMELL: Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation.
CoRR
Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2023 — conf
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
ACL (2)
Michael Heck, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Milica Gasic
2023 J jnl
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
CoRR
Michael Heck, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Milica Gasic
2023 A* conf
EmoUS: Simulating User Emotions in Task-Oriented Dialogues.
SIGIR
Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2023 J jnl
EmoUS: Simulating User Emotions in Task-Oriented Dialogues.
CoRR
Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic
2023 B conf
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue.
SIGDIAL
Shutong Feng, Nurul Lubis, Benjamin Matthias Ruppik, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Carel van Niekerk, Renato Vukovic, Milica Gasic
2023 J jnl
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue.
CoRR
Shutong Feng, Nurul Lubis, Benjamin Matthias Ruppik, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Carel van Niekerk, Renato Vukovic, Milica Gasic
2022 B conf
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis.
SIGDIAL
Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gasic
2022 J jnl
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis.
CoRR
Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gasic