Daniil Sorokin

19 papers A* 1A 2B 1Journal 3Unranked 11
YearRankTypeTitle / Venue / Authors
2023 — conf
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding.
ACL (industry)
Jonathan J. Hüser, Judith Gaspers, Thomas Gueudré, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev
2022 — conf
Local-to-global learning for iterative training of production SLU models on new features.
NAACL-HLT (Industry Papers)
Yulia Grishina, Daniil Sorokin
2022 — conf
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?
EMNLP (Industry Track)
Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen
2021 — —
Knowledge Graphs and Graph Neural Networks for Semantic Parsing.
Daniil Sorokin
2021 A conf
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models.
Interspeech
Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen
2021 A conf
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding.
Interspeech
Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen
2020 — conf
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems.
COLING (Industry)
Shailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin
2020 — conf
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances.
COLING (Industry)
Tobias Falke, Markus Boese, Daniil Sorokin, Caglar Tirkaz, Patrick Lehnen
2018 — conf
Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning.
ArgMining@EMNLP
Teresa Botschen, Daniil Sorokin, Iryna Gurevych
2018 — conf
Interactive Instance-based Evaluation of Knowledge Base Question Answering.
EMNLP (Demonstration)
Daniil Sorokin, Iryna Gurevych
2018 — conf
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories.
*SEM@NAACL-HLT
Daniil Sorokin, Iryna Gurevych
2018 J jnl
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories.
CoRR
Daniil Sorokin, Iryna Gurevych
2018 B conf
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering.
COLING
Daniil Sorokin, Iryna Gurevych
2018 J jnl
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering.
CoRR
Daniil Sorokin, Iryna Gurevych
2018 — conf
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification.
FEVER@EMNLP
Andreas Hanselowski, Hao Zhang, Zile Li, Daniil Sorokin, Benjamin Schiller, Claudia Schulz, Iryna Gurevych
2018 J jnl
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification.
CoRR
Andreas Hanselowski, Hao Zhang, Zile Li, Daniil Sorokin, Benjamin Schiller, Claudia Schulz, Iryna Gurevych
2017 A* conf
Context-Aware Representations for Knowledge Base Relation Extraction.
EMNLP
Daniil Sorokin, Iryna Gurevych
2017 — conf
End-to-End Representation Learning for Question Answering with Weak Supervision.
SemWebEval@ESWC
Daniil Sorokin, Iryna Gurevych
2017 — conf
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test.
LSDSem@EACL
Michael Bugert, Yevgeniy Puzikov, Andreas Rücklé, Judith Eckle-Kohler, Teresa Martin, Eugenio Martínez-Cámara, Daniil Sorokin, Maxime Peyrard, Iryna Gurevych