Daniil Sorokin
13 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
🧬
Topic Evolution
💎
Century Club
(13)
❓
The Questioner
🗃️
Keyword Collector
(61)
Conferences
EMNLP (6)
COLING (3)
INTERSPEECH (2)
ACL (1)
NAACL (1)
Top co-authors
Research topics
Keywords
spoken language understanding
(5)
intent classification
(4)
semantic parsing
(2)
knowledge distillation
(2)
knowledge base question answering
(2)
transfer learning
(2)
knowledge base
(2)
speech recognition
(1)
online learning
(1)
continual learning
(1)
data augmentation
(1)
relation extraction
(1)
attention mechanism
(1)
claim verification
(1)
multi-task learning
(1)
curriculum learning
(1)
question answering
(1)
entity linking
(1)
document retrieval
(1)
domain adaptation
(1)
Papers
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding
ACL 2023
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
Class Incremental Learning for Intent Classification with Limited or No Old Data
EMNLP 2022
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding
INTERSPEECH 2021
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models
INTERSPEECH 2021
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances
COLING 2020
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems
COLING 2020
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification
EMNLP 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
COLING 2018
Interactive Instance-based Evaluation of Knowledge Base Question Answering
EMNLP 2018
Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning
EMNLP 2018
Context-Aware Representations for Knowledge Base Relation Extraction
EMNLP 2017