Klakow, Dietrich

13 publications

ICLR 2025 Improving Semantic Understanding in Speech Language Models via Brain-Tuning Omer Moussa, Dietrich Klakow, Mariya Toneva

DMLR 2024 ATCO2 Corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Juan Pablo Zuluaga Gomez, Karel Veselý, Igor Szöke, Alexander Blatt, Petr Motlicek, Martin Kocour, Khalid Choukri, Iuliia Nigmatulina, Claudia Cevenini, Allan Tart, Jan Cernocký, Dietrich Klakow

ICMLW 2024 Comgra: A Tool for Analyzing and Debugging Neural Networks Florian Dietz, Sophie Fellenz, Dietrich Klakow, Marius Kloft

AAAI 2024 What Are the Rules? Discovering Constraints from Data Boris Wiegand, Dietrich Klakow, Jilles Vreeken

ICLRW 2023 Ε Kú <MASK>: Integrating Yorùbá Cultural Greetings into Machine Translation Idris Akinade, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Clement Oyeleke Odoje, Dietrich Klakow

AAAI 2022 Discovering Interpretable Data-to-Sequence Generators Boris Wiegand, Dietrich Klakow, Jilles Vreeken

ICML 2022 Label-Descriptive Patterns and Their Application to Characterizing Classification Errors Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken

ICLRW 2022 Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow

ICLRW 2022 Task-Adaptive Pre-Training for Boosting Learning with Noisy Labels: A Study on Text Classification for African Languages Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow

AAAI 2021 Analysing the Noise Model Error for Realistic Noisy Label Data Michael A. Hedderich, Dawei Zhu, Dietrich Klakow

ICLR 2021 On the Stability of Fine-Tuning BERT: Misconceptions, Explanations, and Strong Baselines Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow

JAIR 2021 Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow

ECCVW 2018 Image-Sensitive Language Modeling for Automatic Speech Recognition Kata Naszádi, Youssef Oualil, Dietrich Klakow