Daniil Sorokin
13 papers · 2017–2023 · 5 venues · across top CS/AI venues
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Keywords
spoken language understanding
(5)
intent classification
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semantic parsing
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knowledge distillation
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knowledge base question answering
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transfer learning
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knowledge base
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speech recognition
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online learning
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continual learning
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data augmentation
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relation extraction
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attention mechanism
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claim verification
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Papers
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding
ACL 2023
Class Incremental Learning for Intent Classification with Limited or No Old Data
EMNLP 2022
Local-to-global learning for iterative training of production SLU models on new features
NAACL 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?
EMNLP 2022
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models
Interspeech 2021
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding
Interspeech 2021
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems
COLING 2020
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances
COLING 2020
Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning
EMNLP 2018
Interactive Instance-based Evaluation of Knowledge Base Question Answering
EMNLP 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
COLING 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification
EMNLP 2018
Context-Aware Representations for Knowledge Base Relation Extraction
EMNLP 2017