| Towards automated auditing with machine learning R Sifa, A Ladi, M Pielka, R Ramamurthy, L Hillebrand, B Kirsch, D Biesner, ... Proceedings of the ACM Symposium on Document Engineering 2019, 1-4, 2019 | 43 | 2019 |
| Kpi-bert: A joint named entity recognition and relation extraction model for financial reports L Hillebrand, T Deußer, T Dilmaghani, B Kliem, R Loitz, C Bauckhage, ... 2022 26th International Conference on Pattern Recognition (ICPR), 606-612, 2022 | 37 | 2022 |
| Anonymization of german financial documents using neural network-based language models with contextual word representations D Biesner, R Ramamurthy, R Stenzel, M Lübbering, L Hillebrand, A Ladi, ... International Journal of Data Science and Analytics, 1-11, 2021 | 29 | 2021 |
| Towards contradiction detection in german: a translation-driven approach R Sifa, M Pielka, R Ramamurthy, A Ladi, L Hillebrand, C Bauckhage 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2497-2505, 2019 | 21 | 2019 |
| Tackling contradiction detection in german using machine translation and end-to-end recurrent neural networks M Pielka, R Sifa, LP Hillebrand, D Biesner, R Ramamurthy, A Ladi, ... 2020 25th International Conference on Pattern Recognition (ICPR), 6696-6701, 2021 | 14 | 2021 |
| KPI-EDGAR: A novel dataset and accompanying metric for relation extraction from financial documents T Deußer, SM Ali, L Hillebrand, D Nurchalifah, B Jacob, C Bauckhage, ... 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 10 | 2022 |
| Towards Generating Financial Reports From Table Data Using Transformers C Chapman, L Hillebrand, MR Stenzel, T Deusser, C Bauckhage, R Sifa TechRxiv, 2021 | 10 | 2021 |
| Knowledge graph based question answering system for financial securities M Bulla, L Hillebrand, M Lübbering, R Sifa German Conference on Artificial Intelligence (Künstliche Intelligenz), 44-50, 2021 | 6 | 2021 |
| Towards automating numerical consistency checks in financial reports L Hillebrand, T Deußer, T Dilmaghani, B Kliem, R Loitz, C Bauckhage, ... 2022 IEEE International Conference on Big Data (Big Data), 5915-5924, 2022 | 5 | 2022 |
| Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models L Hillebrand, A Berger, T Deußer, T Dilmaghani, M Khaled, B Kliem, ... Proceedings of the ACM Symposium on Document Engineering 2023, 1-4, 2023 | 4 | 2023 |
| Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative Tensor DEDICOM L Hillebrand, D Biesner, C Bauckhage, R Sifa Machine Learning and Knowledge Extraction 3 (1), 123-167, 2021 | 4 | 2021 |
| Hybrid Ensemble Predictor as Quality Metric for German Text Summarization: Fraunhofer IAIS at GermEval 2020 Task 3. D Biesner, E Brito, LP Hillebrand, R Sifa SwissText/KONVENS, 2020 | 4 | 2020 |
| Informed Named Entity Recognition Decoding for Generative Language Models T Deußer, L Hillebrand, C Bauckhage, R Sifa arXiv preprint arXiv:2308.07791, 2023 | 3 | 2023 |
| Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM L Hillebrand, D Biesner, C Bauckhage, R Sifa International Cross-Domain Conference for Machine Learning and Knowledge …, 2020 | 3 | 2020 |
| Towards supervised extractive text summarization via RNN-based sequence classification E Brito, M Lübbering, D Biesner, LP Hillebrand, C Bauckhage arXiv preprint arXiv:1911.06121, 2019 | 3 | 2019 |
| Max Lübbering, et al. 2019. Towards automated auditing with machine learning R Sifa, A Ladi, M Pielka, R Ramamurthy, L Hillebrand, B Kirsch, D Biesner, ... ACM Symposium on Document Engineering 2019, 0 | 3 | |
| Automatic Consistency Checking of Table and Text in Financial Documents SM Ali, T Deußer, S Houben, L Hillebrand, T Metzler, R Sifa Proceedings of the Northern Lights Deep Learning Workshop 4, 2023 | 2 | 2023 |
| Leveraging Contextual Text Representations for Anonymizing German Financial Documents D Biesner, R Ramamurthy, M Lübbering, B Fürst, H Ismail, L Hillebrand, ... Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2020 | 2 | 2020 |
| sustain. AI: a Recommender System to analyze Sustainability Reports L Hillebrand, M Pielka, D Leonhard, T Deußer, T Dilmaghani, B Kliem, ... arXiv preprint arXiv:2305.08711, 2023 | | 2023 |
| Cryptocurrencies: Trading and Return Prediction via Machine Learning Methods TKS Deußer, LP Hillebrand | | |
