Irina Illina
15 papers · 2016–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (6)
π
Conference Polyglot
(7)
π
Academic Marathon
(9)
π
Cross-Pollinator
(6)
π
Keyword Trendsetter Combo
(3)
π
Century Club
(15)
ποΈ
Keyword Collector
(65)
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
INTERSPEECH (7)
NAACL (3)
AACL (1)
ACL (1)
COLING (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
domain adaptation
(6)
hate speech detection
(4)
language recognition
(3)
knowledge transfer
(2)
text classification
(2)
speech recognition
(2)
representation learning
(2)
semi-supervised learning
(2)
abusive language detection
(2)
optimal transport
(2)
data augmentation
(1)
knowledge distillation
(1)
transfer learning
(1)
metric learning
(1)
feature attribution
(1)
label propagation
(1)
low-resource learning
(1)
automatic speech recognition
(1)
masked language model
(1)
embedding space
(1)
Papers
Efficient One-shot Compression via Low-Rank Local Feature Distillation
NAACL 2025
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection
ACL 2022
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection
COLING 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection
IJCNLP 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
Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge
INTERSPEECH 2021
Generalisability of Topic Models in Cross-corpora Abusive Language Detection
NAACL 2021
Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection
NAACL 2021
Modeling and Training Strategies for Language Recognition Systems
INTERSPEECH 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