MLT-DFKI at CLEF eHealth 2019: Multi-label Classification of ICD-10 Codes with BERT S Amin, G Neumann, KA Dunfield, A Vechkaeva, KA Chapman, ... Proceedings of the 20th Conference and Labs of the Evaluation Forum (Working …, 2019 | 69 | 2019 |
LowFER: Low-rank Bilinear Pooling for Link Prediction S Amin, S Varanasi, KA Dunfield, G Neumann Proceedings of the 37th International Conference on Machine Learning, 257-268, 2020 | 44 | 2020 |
A robust approach towards epileptic seizure detection S Amin, AM Kamboh 2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016 | 27 | 2016 |
CopyBERT: A Unified Approach to Question Generation with Self-Attention S Varanasi, S Amin, G Neumann Proceedings of the 2nd Workshop on Natural Language Processing for …, 2020 | 20 | 2020 |
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction S Amin, KA Dunfield, A Vechkaeva, G Neumann Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing …, 2020 | 16 | 2020 |
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition S Amin, G Neumann Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 9 | 2021 |
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations I Dikeoulias, S Amin, G Neumann Proceedings of the 7th Workshop on Representation Learning for NLP, 111-120, 2022 | 7 | 2022 |
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction S Amin, P Minervini, D Chang, P Stenetorp, G Neumann Proceedings of the 29th International Conference on Computational …, 2022 | 5 | 2022 |
AutoEQA: Auto-Encoding Questions for Extractive Question Answering S Varanasi, S Amin, G Neumann Findings of the Association for Computational Linguistics: EMNLP 2021, 4706-4712, 2021 | 5 | 2021 |
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts S Amin, NP Goldstein, MK Wixted, A García-Rudolph, C Martínez-Costa, ... Proceedings of the 21st Workshop on Biomedical Language Processing, 200-211, 2022 | 4 | 2022 |
Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification N Goldstein, S Amin, G Neumann Proceedings of TextGraphs-17: Graph-based Methods for Natural Language …, 2024 | | 2024 |
Learning Entity and Relation Representation for Low-Resource Medical Language Processing S Amin Saarländische Universitäts-und Landesbibliothek, 2024 | | 2024 |