Benjamin Matthias Ruppik

According to our database, Benjamin Matthias Ruppik authored at least 15 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Text-to-SQL Task-oriented Dialogue Ontology Construction.

Renato Vukovic, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Hsien-Chin Lin, Shutong Feng, Nurul Lubis, Milica Gasic

CoRR, July, 2025

Post-Training Large Language Models via Reinforcement Learning from Self-Feedback.

Carel van Niekerk, Renato Vukovic, Benjamin Matthias Ruppik, Hsien-Chin Lin, Milica Gasic

CoRR, July, 2025

Emotionally Intelligent Task-oriented Dialogue Systems: Architecture, Representation, and Optimisation.

Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

CoRR, July, 2025

Less is More: Local Intrinsic Dimensions of Contextual Language Models.

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

CoRR, June, 2025

A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction.

Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

Trans. Assoc. Comput. Linguistics, 2025

Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling.

Michael Heck, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Shutong Feng, Hsien-Chin Lin, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Learning With an Open Horizon in Ever-Changing Dialogue Circumstances.

Christian Geishauser, Carel van Niekerk, Nurul Lubis, Hsien-Chin Lin, Michael Heck, Shutong Feng, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding.

Renato Vukovic, David Arps, Carel van Niekerk, Benjamin Matthias Ruppik, Hsien-Chin Lin, Michael Heck, Milica Gasic

Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2024

Local Topology Measures of Contextual Language Model Latent Spaces with Applications to Dialogue Term Extraction.

Benjamin Matthias Ruppik, Michael Heck, Carel van Niekerk, Renato Vukovic, Hsien-Chin Lin, Shutong Feng, Marcus Zibrowius, Milica Gasic

Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2024

Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation.

Shutong Feng, Hsien-Chin Lin, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2024

2023

CAMELL: Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation.

Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

CoRR, 2023

EmoUS: Simulating User Emotions in Task-Oriented Dialogues.

Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Matthias Ruppik, Renato Vukovic, Milica Gasic

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue.

Shutong Feng, Nurul Lubis, Benjamin Matthias Ruppik, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Carel van Niekerk, Renato Vukovic, Milica Gasic

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?

Michael Heck, Nurul Lubis, Benjamin Matthias Ruppik, Renato Vukovic, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Milica Gasic

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Dialogue Term Extraction using Transfer Learning and Topological Data Analysis.

Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gasic

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022