Michael A. Hedderich
Michael A. Hedderich
Saarland University, Saarland Informatics Campus
Verified email at - Homepage
Cited by
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A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
MA Hedderich, L Lange, H Adel, J Strötgen, D Klakow
arXiv preprint arXiv:2010.12309, 2020
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data
MA Hedderich, D Klakow
Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP …, 2018
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages
MA Hedderich, D Adelani, D Zhu, J Alabi, U Markus, D Klakow
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers
M Mosbach, A Khokhlova, MA Hedderich, D Klakow
Findings of the Association for Computational Linguistics: EMNLP 2020, 2502–2516, 2020
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling
D Paul, M Singh, MA Hedderich, D Klakow
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels
L Lange, MA Hedderich, D Klakow
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
Using Multi-Sense Vector Embeddings for Reverse Dictionaries
MA Hedderich, A Yates, D Klakow, G de Melo
Proceedings of the 13th International Conference on Computational Semantics …, 2019
ANEA: Distant Supervision for Low-Resource Named Entity Recognition
MA Hedderich, L Lange, D Klakow
ICLR 2021 Workshop Practical Machine Learning For Developing Countries, 2021
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá
D Ifeoluwa Adelani, MA Hedderich, D Zhu, E van den Berg, D Klakow
ICLR 2020 Workshop Pratical Machine Learning for Developing Countries Workshop, 2020
Learning Functions to Study the Benefit of Multitask Learning
G Bettgenhäuser, MA Hedderich, D Klakow
arXiv preprint arXiv:2006.05561, 2020
Analysing the Noise Model Error for Realistic Noisy Label Data
MA Hedderich, D Zhu, D Klakow
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7675-7684, 2021
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
M Zhang, M Mosbach, DI Adelani, MA Hedderich, D Klakow
arXiv preprint arXiv:2204.10931, 2022
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification
D Zhu, MA Hedderich, F Zhai, DI Adelani, D Klakow
arXiv preprint arXiv:2204.09371, 2022
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages
D Zhu, MA Hedderich, F Zhai, DI Adelani, D Klakow
3rd Workshop on African Natural Language Processing, 2022
Label-Descriptive Patterns and their Application to Characterizing Classification Errors
M Hedderich, J Fischer, D Klakow, J Vreeken
arXiv preprint arXiv:2110.09599, 2021
Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL)
MA Hedderich, B Roth, K Kann, B Plank, A Ratner, D Klakow
arXiv preprint arXiv:2107.03690, 2021
SoloFinger: Robust Microgestures while Grasping Everyday Objects
A Sharma, MA Hedderich, D Bhardwaj, B Fruchard, J McIntosh, AS Nittala, ...
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021
Proceedings of the Third Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)
M Mosbach, MA Hedderich, S Pezzelle, A Mogadala, D Klakow, ...
Proceedings of the Third Workshop on Beyond Vision and LANguage: inTEgrating …, 2021
On the Correlation of Context-Aware Language Models with the Intelligibility of Polish Target Words to Czech Readers
K Jágrová, M Hedderich, M Mosbach, T Avgustinova, D Klakow
Frontiers in Psychology 12, 2296, 2021
Semantic Embeddings for Paraphrase Detection and Reverse Dictionaries Using Memory Networks and External Knowledge from WordNet
MA Hedderich
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