Michael Heck
Orcid: 0000-0001-9841-5025Affiliations:
- Heinrich Heine University Düsseldorf, Germany
- Nara Institute of Science and Technology, Graduate School of Information Science, Japan
- Karlsruhe Institute of Technology (KIT), Institute of Anthropomatics, Germany
According to our database1,
Michael Heck
authored at least 45 papers
between 2010 and 2024.
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Bibliography
2024
IEEE ACM Trans. Audio Speech Lang. Process., 2024
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.
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.
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.
CoRR, 2023
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.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Trans. Assoc. Comput. Linguistics, 2022
CoRR, 2022
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion in Task-Oriented Dialogue Systems.
CoRR, 2021
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems.
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2018
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Learning Supervised Feature Transformations on Zero Resources for Improved Acoustic Unit Discovery.
IEICE Trans. Inf. Syst., 2018
2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Feature optimized DPGMM clustering for unsupervised subword modeling: A contribution to zerospeech 2017.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
Processing negative emotions through social communication: Multimodal database construction and analysis.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
2016
Unsupervised Linear Discriminant Analysis for Supporting DPGMM Clustering in the Zero Resource Scenario.
Proceedings of the SLTU-2016, 2016
Iterative training of a DPGMM-HMM acoustic unit recognizer in a zero resource scenario.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
2015
Proceedings of the 12th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2015, 2015
The NAIST ASR system for the 2015 Multi-Genre Broadcast challenge: On combination of deep learning systems using a rank-score function.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014
2013
Proceedings of the Speech and Computer - 15th International Conference, 2013
Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013
Proceedings of the 10th International Workshop on Spoken Language Translation: Papers, 2013
2012
Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012
Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012
A hybrid phonotactic language identification system with an SVM back-end for simultaneous lecture translation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2010
Proceedings of the 2010 International Workshop on Searching Spontaneous Conversational Speech, 2010
Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010