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Michael A. Hedderich
Michael A. Hedderich
Verified email at cis.lmu.de - Homepage
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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
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
3372021
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
602020
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
502020
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
412018
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
M Zhang, M Mosbach, DI Adelani, MA Hedderich, D Klakow
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
332022
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
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022
312022
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
272021
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
23*2021
Chatbots Facilitating Consensus-Building in Asynchronous Co-Design
J Shin, MA Hedderich, AS Lucero, A Oulasvirta
Proceedings of the 35th Annual ACM Symposium on User Interface Software and …, 2022
212022
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
202021
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
192019
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
182019
SparseIMU: Computational Design of Sparse IMU Layouts for Sensing Fine-Grained Finger Microgestures
A Sharma, C Salchow-Hömmen, VS Mollyn, AS Nittala, MA Hedderich, ...
ACM Transactions on Computer-Human Interaction 30 (3), 1-40, 2023
142023
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
142019
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
12*2020
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors
MA Hedderich, J Fischer, D Klakow, J Vreeken
International Conference on Machine Learning, 8691-8707, 2022
92022
Meta Self-Refinement for Robust Learning with Weak Supervision
D Zhu, X Shen, MA Hedderich, D Klakow
Proceedings of the 17th Conference of the European Chapter of the …, 2023
62023
Learning Functions to Study the Benefit of Multitask Learning
G Bettgenhäuser, MA Hedderich, D Klakow
arXiv preprint arXiv:2006.05561, 2020
62020
An exploration of knowledge‐organizing technologies to advance transdisciplinary back pain research
JC Lotz, G Ropella, P Anderson, Q Yang, MA Hedderich, J Bailey, ...
JOR spine 6 (4), e1300, 2023
52023
A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education
MA Hedderich, NN Bazarova, W Zou, R Shim, X Ma, Q Yang
Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-17, 2024
32024
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