Daniil Sorokin

发表

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

Iryna Gurevych, Teresa Botschen, Daniil Sorokin, 2018, ArgMining@EMNLP.

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

Iryna Gurevych, Hao Zhang, Andreas Hanselowski, 2018, FEVER@EMNLP.

Classifying Semantic Relations in German Nominal Compounds using a Hybrid Annotation Scheme

Erhard W. Hinrichs, Daniil Sorokin, Corina Dima, 2015 .

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

Iryna Gurevych, Daniil Sorokin, Iryna Gurevych, 2018, COLING.

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

Judith Gaspers, Daniil Sorokin, Patrick Lehnen, 2021, Interspeech.

Knowledge Graphs and Graph Neural Networks for Semantic Parsing

Daniil Sorokin, Daniil Sorokin, 2021 .

Context-Aware Representations for Knowledge Base Relation Extraction

Iryna Gurevych, Daniil Sorokin, Iryna Gurevych, 2017, EMNLP.

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

Thomas Gueudré, Tobias Falke, Daniil Sorokin, 2023, ACL.

Class Incremental Learning for Intent Classification with Limited or No Old Data

Daniil Sorokin, Judith Gaspers, Debjit Paul, 2022, EVONLP.

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, 2020, COLING.

Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances

Tobias Falke, Caglar Tirkaz, Daniil Sorokin, 2020, COLING.

Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models

Patrick Lehnen, Daniil Sorokin, Judith Gaspers, 2021, Interspeech.