Daniil Sorokin

According to our database, Daniil Sorokin authored at least 16 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding.

Jonathan J. Hüser, Judith Gaspers, Thomas Gueudré, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Local-to-global learning for iterative training of production SLU models on new features.

Yulia Grishina, Daniil Sorokin

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?

Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

2021

Knowledge Graphs and Graph Neural Networks for Semantic Parsing.

Daniil Sorokin

PhD thesis, 2021

The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding.

Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models.

Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2018

Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories.

Daniil Sorokin, Iryna Gurevych

Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

Interactive Instance-based Evaluation of Knowledge Base Question Answering.

Daniil Sorokin, Iryna Gurevych

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification.

Andreas Hanselowski, Hao Zhang, Zile Li, Daniil Sorokin, Benjamin Schiller, Claudia Schulz, Iryna Gurevych

Proceedings of the First Workshop on Fact Extraction and VERification, 2018

Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering.

Daniil Sorokin, Iryna Gurevych

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning.

Teresa Botschen, Daniil Sorokin, Iryna Gurevych

Proceedings of the 5th Workshop on Argument Mining, 2018

2017

End-to-End Representation Learning for Question Answering with Weak Supervision.

Daniil Sorokin, Iryna Gurevych

Proceedings of the Semantic Web Challenges, 2017

Context-Aware Representations for Knowledge Base Relation Extraction.

Daniil Sorokin, Iryna Gurevych

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test.

Michael Bugert, Yevgeniy Puzikov, Andreas Rücklé, Judith Eckle-Kohler, Teresa Martin, Eugenio Martínez-Cámara, Daniil Sorokin, Maxime Peyrard, Iryna Gurevych

Proceedings of the 2nd Workshop on Linking Models of Lexical, 2017