| 2023 | ACL | Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. | Jonathan J. Hser, Judith Gaspers, Thomas Gueudr, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev |
| 2022 | EMNLP | Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? | Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen |
| 2022 | NAACL | Local-to-global learning for iterative training of production SLU models on new features. | Yulia Grishina, Daniil Sorokin |
| 2021 | Interspeech | Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models. | Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen |
| 2021 | Interspeech | The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding. | Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen |
| 2020 | COLING | Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances. | Tobias Falke, Markus Boese, Daniil Sorokin, Caglar Tirkaz, Patrick Lehnen |
| 2020 | COLING | Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems. | Shailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin |
| 2018 | COLING | Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering. | Daniil Sorokin, Iryna Gurevych |
| 2018 | EMNLP | UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification. | Andreas Hanselowski, Hao Zhang, Zile Li, Daniil Sorokin, Benjamin Schiller, Claudia Schulz, Iryna Gurevych |
| 2018 | EMNLP | Interactive Instance-based Evaluation of Knowledge Base Question Answering. | Daniil Sorokin, Iryna Gurevych |
| 2017 | EACL | LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test. | Michael Bugert, Yevgeniy Puzikov, Andreas Rckl, Judith Eckle-Kohler, Teresa Martin, Eugenio Martnez-Cmara, Daniil Sorokin, Maxime Peyrard, Iryna Gurevych |
| 2017 | EMNLP | Context-Aware Representations for Knowledge Base Relation Extraction. | Daniil Sorokin, Iryna Gurevych |