Irina Illina
15 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🗃️
Keyword Collector
(66)
📈
Trend Setter
💎
Century Club · Bronze
⚡
Prolific Year · Productive
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(13)
Application Areas
(8)
Core Methods
(7)
Speech & Audio
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Applications
(4)
Recognition
(4)
Architectures
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Analysis
(1)
Optimization & Theory
(1)
Keywords
domain adaptation
(5)
hate speech detection
(3)
language recognition
(3)
speech recognition
(2)
text classification
(2)
abusive language detection
(2)
representation learning
(2)
automatic speech recognition
(2)
word error rate
(2)
semi-supervised learning
(2)
transfer learning
(1)
knowledge distillation
(1)
data augmentation
(1)
knowledge transfer
(1)
domain generalization
(1)
catastrophic forgetting
(1)
optimal transport
(1)
speech enhancement
(1)
label propagation
(1)
feature attribution
(1)
Papers
Efficient One-shot Compression via Low-Rank Local Feature Distillation
NAACL 2025
Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition
Interspeech 2025
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection
COLING 2022
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection
ACL 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection
AACL 2022
BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List
Interspeech 2021
Generalisability of Topic Models in Cross-corpora Abusive Language Detection
NAACL 2021
Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge
Interspeech 2021
Modeling and Training Strategies for Language Recognition Systems
Interspeech 2021
Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection
NAACL 2021
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification
EMNLP 2020
Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition
Interspeech 2020
On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data
Interspeech 2020
A French Corpus for Distant-Microphone Speech Processing in Real Homes
Interspeech 2016
Improved Neural Bag-of-Words Model to Retrieve Out-of-Vocabulary Words in Speech Recognition
Interspeech 2016