Daniil Sorokin

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Language Understanding

Question Answering

Top Venues

COLING (Industry)

Publications

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