← Authors

Daniil Sorokin

13 papers · 2017–2023 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (30) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (6) 🧬 Topic Evolution πŸ’Ž Century Club (13) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (61)

Conferences

EMNLP (6) COLING (3) INTERSPEECH (2) ACL (1) NAACL (1)

Top co-authors

Judith Gaspers (5) Iryna Gurevych (5) Patrick Lehnen (4) Quynh Do (4) Tobias Falke (3) Caglar Tirkaz (2) Thomas Gueudre (1) Turan Gojayev (1) Chandana Prakash (1) Hao Zhang (1)

Research topics

Applications (1)

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