Michael A. Hedderich
Michael A. Hedderich
Saarland University, Saarland Informatics Campus
Verified email at lsv.uni-saarland.de - Homepage
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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
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
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
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
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
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
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
arXiv preprint arXiv:2101.09763, 2021
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
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
arXiv e-prints, arXiv: 2003.08370, 2020
Semantic Embeddings for Paraphrase Detection and Reverse Dictionaries Using Memory Networks and External Knowledge from WordNet
MA Hedderich
Construction of a Virtual Reality Environment Based on Position Tracking Combined with a Head-Mounted Display
MA Hedderich
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