Contextual string embeddings for sequence labeling A Akbik, D Blythe, R Vollgraf Proceedings of the 27th international conference on computational …, 2018 | 1466 | 2018 |
FLAIR: An easy-to-use framework for state-of-the-art NLP A Akbik, T Bergmann, D Blythe, K Rasul, S Schweter, R Vollgraf Proceedings of the 2019 conference of the North American chapter of the …, 2019 | 702 | 2019 |
Pooled contextualized embeddings for named entity recognition A Akbik, T Bergmann, R Vollgraf Proceedings of the 2019 Conference of the North American Chapter of the …, 2019 | 295 | 2019 |
Kraken: N-ary facts in open information extraction A Akbik, A Löser Proceedings of the Joint Workshop on Automatic Knowledge Base Construction …, 2012 | 133 | 2012 |
Wanderlust: Extracting semantic relations from natural language text using dependency grammar patterns A Akbik, J Broß www workshop 48, 2009 | 100 | 2009 |
Generating high quality proposition banks for multilingual semantic role labeling A Akbik, L Chiticariu, M Danilevsky, Y Li, S Vaithyanathan, H Zhu Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015 | 74 | 2015 |
Flert: Document-level features for named entity recognition S Schweter, A Akbik arXiv preprint arXiv:2011.06993, 2020 | 71 | 2020 |
HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition L Weber, M Sänger, J Münchmeyer, M Habibi, U Leser, A Akbik arXiv preprint arXiv:2008.07347, 2020 | 67 | 2020 |
Task-aware representation of sentences for generic text classification K Halder, A Akbik, J Krapac, R Vollgraf Proceedings of the 28th International Conference on Computational …, 2020 | 50 | 2020 |
Unsupervised discovery of relations and discriminative extraction patterns A Akbik, L Visengeriyeva, P Herger, H Hemsen, A Löser Proceedings of COLING 2012, 17-32, 2012 | 40 | 2012 |
Propminer: A workflow for interactive information extraction and exploration using dependency trees A Akbik, O Konomi, M Melnikov Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 31 | 2013 |
Polyglot: Multilingual semantic role labeling with unified labels A Akbik, Y Li Proceedings of ACL-2016 System Demonstrations, 1-6, 2016 | 20 | 2016 |
K-SRL: Instance-based learning for semantic role labeling A Akbik, Y Li Proceedings of COLING 2016, the 26th International Conference on …, 2016 | 18 | 2016 |
Nerdle: Topic-specific question answering using wikia seeds U Maqsud, S Arnold, M Hülfenhaus, A Akbik Proceedings of COLING 2014, the 25th International Conference on …, 2014 | 17 | 2014 |
The Weltmodell: A Data-Driven Commonsense Knowledge Base. A Akbik, T Michael LREC 2 (4), 5, 2014 | 17 | 2014 |
Exploratory relation extraction in large text corpora A Akbik, T Michael, C Boden Proceedings of COLING 2014, the 25th International Conference on …, 2014 | 16 | 2014 |
Towards semi-automatic generation of proposition banks for low-resource languages A Akbik, V Kumar, Y Li Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016 | 15 | 2016 |
CROWD-IN-THE-LOOP: A hybrid approach for annotating semantic roles C Wang, A Akbik, L Chiticariu, Y Li, F Xia, A Xu Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017 | 12 | 2017 |
Effective selectional restrictions for unsupervised relation extraction A Akbik, L Visengeriyeva, J Kirschnick, A Löser Proceedings of the Sixth International Joint Conference on Natural Language …, 2013 | 12 | 2013 |
Effective selectional restrictions for unsupervised relation extraction A Akbik, L Visengeriyeva, J Kirschnick, A Löser Proceedings of the Sixth International Joint Conference on Natural Language …, 2013 | 12 | 2013 |