Evaluating metrics for bias in word embeddings S Schröder, A Schulz, P Kenneweg, R Feldhans, F Hinder, B Hammer arXiv preprint arXiv:2111.07864, 2021 | 9 | 2021 |
Novel transfer learning schemes based on Siamese networks and synthetic data P Kenneweg, D Stallmann, B Hammer Neural Computing and Applications 35 (11), 8423-8436, 2023 | 3 | 2023 |
So Can We Use Intrinsic Bias Measures or Not? S Schröder, A Schulz, P Kenneweg, B Hammer ICPRAM, 403-410, 2023 | 3 | 2023 |
Faster Convergence for Transformer Fine-tuning with Line Search Methods P Kenneweg, L Galli, T Kenneweg, B Hammer 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 1 | 2023 |
Intelligent learning rate distribution to reduce catastrophic forgetting in transformers P Kenneweg, A Schulz, S Schröder, B Hammer International Conference on Intelligent Data Engineering and Automated …, 2022 | 1 | 2022 |
Novel transfer learning schemes based on Siamese networks and synthetic data D Stallmann, P Kenneweg, B Hammer arXiv preprint arXiv:2211.11308, 2022 | 1 | 2022 |
The same score: Improved cosine based bias score for word embeddings S Schröder, A Schulz, P Kenneweg, R Feldhans, F Hinder, B Hammer arXiv preprint arXiv:2203.14603, 2022 | 1 | 2022 |
Debiasing Sentence Embedders through Contrastive Word Pairs P Kenneweg, S Schröder, A Schulz, B Hammer arXiv preprint arXiv:2403.18555, 2024 | | 2024 |
Neural Architecture Search for Sentence Classification with BERT P Kenneweg, S Schröder, B Hammer arXiv preprint arXiv:2403.18547, 2024 | | 2024 |
Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup T Kenneweg, P Kenneweg, B Hammer arXiv preprint arXiv:2403.00820, 2024 | | 2024 |
Improving Line Search Methods for Large Scale Neural Network Training P Kenneweg, T Kenneweg, B Hammer 2024 International Conference on Artificial Intelligence, Computer, Data …, 2024 | | 2024 |
No learning rates needed: Introducing SaLSa-Stable Armijo Line Search Adaptation P Kenneweg, T Kenneweg, F Fumagalli, B Hammer | | 2023 |