The KIT translation system for IWSLT 2010. - Jan Niehues; Mohammed Mediani; Teresa Herrmann; Michael Heck; Christian Herff; Alex Waibel (IWSLT, 2010)

Spoken news queries over the world wide web. - Sebastian Stüker; Michael Heck; Katja Renner; Alex Waibel (SSCS@MM, 2010)

A hybrid phonotactic language identification system with an SVM back-end for simultaneous lecture translation. - Michael Heck; Sebastian Stüker; Alex Waibel (ICASSP, 2012)

The KIT-NAIST (contrastive) English ASR system for IWSLT 2012. - Michael Heck; Keigo Kubo; Matthias Sperber; Sakriani Sakti; Sebastian Stüker; Christian Saam; Kevin Kilgour; Christian Mohr; Graham Neubig; Tomoki Toda; Satoshi Nakamura 001; Alex Waibel (IWSLT, 2012)

The 2012 KIT and KIT-NAIST English ASR systems for the IWSLT evaluation. - Christian Saam; Christian Mohr; Kevin Kilgour; Michael Heck; Matthias Sperber; Keigo Kubo; Sebastian Stüker; Sakriani Sakti; Graham Neubig; Tomoki Toda; Satoshi Nakamura 001; Alex Waibel (IWSLT, 2012)

Incremental unsupervised training for university lecture recognition. - Michael Heck; Sebastian Stüker; Sakriani Sakti; Alex Waibel; Satoshi Nakamura 001 (IWSLT, 2013)

The 2013 KIT IWSLT speech-to-text systems for German and English. - Kevin Kilgour; Christian Mohr; Michael Heck; Quoc Bao Nguyen; Van Huy Nguyen; Evgeniy Shin; Igor Tseyzer; Jonas Gehring; Markus Müller 001; Matthias Sperber; Sebastian Stüker; Alex Waibel (IWSLT (Evaluation Campaign), 2013)

Segmentation of Telephone Speech Based on Speech and Non-speech Models. - Michael Heck; Christian Mohr; Sebastian Stüker; Markus Müller 001; Kevin Kilgour; Jonas Gehring; Quoc Bao Nguyen; Van Huy Nguyen; Alex Waibel (SPECOM, 2013)

The 2014 KIT IWSLT speech-to-text systems for English, German and Italian. - Kevin Kilgour; Michael Heck; Markus Müller 001; Matthias Sperber; Sebastian Stüker; Alex Waibel (IWSLT (Evaluation Campaign), 2014)

The NAIST ASR system for the 2015 Multi-Genre Broadcast challenge: On combination of deep learning systems using a rank-score function. - Quoc Truong Do; Michael Heck; Sakriani Sakti; Graham Neubig; Tomoki Toda; Satoshi Nakamura 001 (ASRU, 2015)

The NAIST English speech recognition system for IWSLT 2015. - Michael Heck; Quoc Truong Do; Sakriani Sakti; Graham Neubig; Satoshi Nakamura 001 (IWSLT (Evaluation Campaign), 2015)

Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering. - Michael Heck; Sakriani Sakti; Satoshi Nakamura 001 (INTERSPEECH, 2016)

Iterative training of a DPGMM-HMM acoustic unit recognizer in a zero resource scenario. - Michael Heck; Sakriani Sakti; Satoshi Nakamura 001 (SLT, 2016)

Unsupervised Linear Discriminant Analysis for Supporting DPGMM Clustering in the Zero Resource Scenario. - Michael Heck; Sakriani Sakti; Satoshi Nakamura 001 (SLTU, 2016)

Processing negative emotions through social communication: Multimodal database construction and analysis. - Nurul Lubis; Michael Heck; Sakriani Sakti; Koichiro Yoshino; Satoshi Nakamura 001 (ACII, 2017)

Feature optimized DPGMM clustering for unsupervised subword modeling: A contribution to zerospeech 2017. - Michael Heck; Sakriani Sakti; Satoshi Nakamura 001 (ASRU, 2017)

Ensembles of Multi-Scale VGG Acoustic Models. - Michael Heck; Masayuki Suzuki; Takashi Fukuda; Gakuto Kurata; Satoshi Nakamura 001 (INTERSPEECH, 2017)

Learning Supervised Feature Transformations on Zero Resources for Improved Acoustic Unit Discovery. - Michael Heck; Sakriani Sakti; Satoshi Nakamura 001 (IEICE Trans. Inf. Syst., 2018)

Dirichlet Process Mixture of Mixtures Model for Unsupervised Subword Modeling. - Michael Heck; Sakriani Sakti; Satoshi Nakamura 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Out-of-Task Training for Dialog State Tracking Models. - Michael Heck; Christian Geishauser; Hsien-Chin Lin; Nurul Lubis; Marco Moresi; Carel van Niekerk; Milica Gasic (COLING, 2020)

LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization. - Nurul Lubis; Christian Geishauser; Michael Heck; Hsien-Chin Lin; Marco Moresi; Carel van Niekerk; Milica Gasic (COLING, 2020)

Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles. - Carel van Niekerk; Michael Heck; Christian Geishauser; Hsien-Chin Lin; Nurul Lubis; Marco Moresi; Milica Gasic (EMNLP (Findings), 2020)

TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking. - Michael Heck; Carel van Niekerk; Nurul Lubis; Christian Geishauser; Hsien-Chin Lin; Marco Moresi; Milica Gasic (SIGdial, 2020)

Adaptable Conversational Machines. - Nurul Lubis; Michael Heck; Carel van Niekerk; Milica Gasic (AI Mag., 2020)

What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation. - Christian Geishauser; Songbo Hu; Hsien-Chin Lin; Nurul Lubis; Michael Heck; Shutong Feng; Carel van Niekerk; Milica Gasic (ASRU, 2021)

Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance. - Carel van Niekerk; Andrey Malinin; Christian Geishauser; Michael Heck; Hsien-Chin Lin; Nurul Lubis; Shutong Feng; Milica Gasic (EMNLP (1), 2021)

Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems. - Hsien-Chin Lin; Nurul Lubis; Songbo Hu; Carel van Niekerk; Christian Geishauser; Michael Heck; Shutong Feng; Milica Gasic (SIGDIAL, 2021)

EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems. - Shutong Feng; Nurul Lubis; Christian Geishauser; Hsien-Chin Lin; Michael Heck; Carel van Niekerk; Milica Gasic (CoRR, 2021)

Dynamic Dialogue Policy for Continual Reinforcement Learning. - Christian Geishauser; Carel van Niekerk; Hsien-Chin Lin; Nurul Lubis; Michael Heck; Shutong Feng; Milica Gasic (COLING, 2022)

EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems. - Shutong Feng; Nurul Lubis; Christian Geishauser; Hsien-Chin Lin; Michael Heck; Carel van Niekerk; Milica Gasic (LREC, 2022)

GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers. - Hsien-Chin Lin; Christian Geishauser; Shutong Feng; Nurul Lubis; Carel van Niekerk; Michael Heck; Milica Gasic (SIGDIAL, 2022)

Dialogue Evaluation with Offline Reinforcement Learning. - Nurul Lubis; Christian Geishauser; Hsien-Chin Lin; Carel van Niekerk; Michael Heck; Shutong Feng; Milica Gasic (SIGDIAL, 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 (SIGDIAL, 2022)

Dynamic Dialogue Policy Transformer for Continual Reinforcement Learning. - Christian Geishauser; Carel van Niekerk; Nurul Lubis; Michael Heck; Hsien-Chin Lin; Shutong Feng; Milica Gasic (CoRR, 2022)

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. - Qi Zhu 007; Christian Geishauser; Hsien-Chin Lin; Carel van Niekerk; Baolin Peng; Zheng Zhang 020; Michael Heck; Nurul Lubis; Dazhen Wan; Xiaochen Zhu; Jianfeng Gao 001; Milica Gasic; et al. (CoRR, 2022)

Robust Dialogue State Tracking with Weak Supervision and Sparse Data. - Michael Heck; Nurul Lubis; Carel van Niekerk; Shutong Feng; Christian Geishauser; Hsien-Chin Lin; Milica Gasic (Trans. Assoc. Comput. Linguistics, 2022)

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 (ACL (2), 2023)

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. - Qi Zhu 007; Christian Geishauser; Hsien-Chin Lin; Carel van Niekerk; Baolin Peng; Zheng Zhang 020; Shutong Feng; Michael Heck; Nurul Lubis; Dazhen Wan; Xiaochen Zhu; Jianfeng Gao 001; et al. (EMNLP (Demos), 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 (SIGDIAL, 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 (SIGIR, 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)

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 (SIGDIAL, 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 (SIGDIAL, 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 (SIGDIAL, 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)

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 (AAAI, 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)

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, 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, 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, 2025)