| UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification A Hanselowski, H Zhang, Z Li, D Sorokin, B Schiller, C Schulz, I Gurevych Proceedings of the First Workshop on Fact Extraction and VERification (FEVER …, 2018 | 229 | 2018 |
| Context-Aware Representations for Knowledge Base Relation Extraction D Sorokin, I Gurevych Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017 | 179 | 2017 |
| Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering D Sorokin, I Gurevych Proceedings of the 27th International Conference on Computational …, 2018 | 140 | 2018 |
| Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories D Sorokin, I Gurevych Proceedings of the Seventh Joint Conference on Lexical and Computational …, 2018 | 45 | 2018 |
| Frame-and Entity-Based Knowledge for Common-Sense Argumentative Reasoning T Botschen, D Sorokin, I Gurevych 5th Workshop on Argument Mining, 2018 | 32 | 2018 |
| End-to-end Representation Learning for Question Answering with Weak Supervision D Sorokin, I Gurevych Semantic Web Challenges. SemWebEval 2017. Communications in Computer and …, 2017 | 24 | 2017 |
| Data-efficient paraphrase generation to bootstrap intent classification and slot labeling for new features in task-oriented dialog systems S Jolly, T Falke, C Tirkaz, D Sorokin Proceedings of the 28th International Conference on Computational …, 2020 | 22 | 2020 |
| Leveraging user paraphrasing behavior in dialog systems to automatically collect annotations for long-tail utterances T Falke, M Boese, D Sorokin, C Tirkaz, P Lehnen Proceedings of the 28th International Conference on Computational …, 2020 | 20 | 2020 |
| LSDSem 2017: Exploring data generation methods for the story cloze test M Bugert, Y Puzikov, A Rücklé, J Eckle-Kohler, T Martin, ... Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and …, 2017 | 14 | 2017 |
| Knowledge graphs and graph neural networks for semantic parsing D Sorokin Technische Universität, 2021 | 5 | 2021 |
| The impact of intent distribution mismatch on semi-supervised spoken language understanding J Gaspers, QNT Do, D Sorokin, P Lehnen | 3 | 2021 |
| Predicting temporal performance drop of deployed production spoken language understanding models QNT Do, J Gaspers, D Sorokin, P Lehnen | 3 | 2021 |
| Interactive Instance-based Evaluation of Knowledge Base Question Answering D Sorokin, I Gurevych Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 3 | 2018 |
| Classifying Semantic Relations in German Nominal Compounds using a Hybrid Annotation Scheme D Sorokin, C Dima, E Hinrichs Journal of Cognitive Science 16 (3), 260-285, 2015 | 3 | 2015 |
| Class incremental learning for intent classification with limited or no old data D Paul, D Sorokin, J Gaspers Proceedings of the First Workshop on Ever Evolving NLP (EvoNLP), 16-25, 2022 | 1 | 2022 |
| Sharing encoder representations across languages, domains and tasks in large-scale spoken language understanding J Hueser, J Gaspers, T Gueudre, C Prakash, J Cao, D Sorokin, Q Do, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | | 2023 |
| Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? Q Do, J Gaspers, D Sorokin, P Lehnen Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | | 2022 |
| Local-to-global learning for iterative training of production SLU models on new features Y Grishina, D Sorokin Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | | 2022 |
| Multi-label Classification of Semantic Relations in German Nominal Compounds using SVMs D Sorokin, C Dima, E Hinrichs Proceedings of the ESSLLI 2014 Workshop on Computational, Cognitive, and …, 2014 | | 2014 |
| Visualizing Toponym Clusters on an Interactive Map A Barsukova, D Sorokin | | 2013 |
Iryna GurevychFull Professor, TU Darmstadt; Adjunct Professor, MBZUAI, UAE; Affiliated Professor, INSAIT, BulgariaVerified email at cs.tu-darmstadt.de
