Elena Baralis
13 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π€ Dynamic Duo (11) π Century Club Β· Bronze
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Keyword Collector
(61)
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The Questioner
(2)
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
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Research topics
Deep Learning
(8)
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Application Areas
(5)
Natural Language Processing
(4)
Speech & Audio
(4)
Architectures
(4)
Learning Types Β· Machine Learning
(3)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Recognition
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Keywords
spoken language understanding
(4)
machine unlearning
(2)
contrastive learning
(2)
voice disorder
(2)
explainable ai
(2)
intent classification
(2)
right to be forgotten
(2)
bias mitigation
(2)
raw waveform
(2)
transformer model
(2)
speech recognition
(2)
speech analysis
(2)
language identification
(1)
multilingual nlp
(1)
automatic speech recognition
(1)
self-supervised learning
(1)
zero-shot learning
(1)
multimodal learning
(1)
privacy preserving
(1)
speech processing
(1)
Papers
``Alexa, can you forget me?'' Machine Unlearning Benchmark in Spoken Language Understanding
Interspeech 2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
ACL 2025
How to Make Reproducible Research in Machine Unlearning with ERASURE
IJCAI 2025
βKAN you hear me?β Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
Interspeech 2025
MVP: Multi-source Voice Pathology detection
Interspeech 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models
ACL 2025
A Contrastive Learning Approach to Mitigate Bias in Speech Models
Interspeech 2024
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features
EACL 2024
Speech Analysis of Language Varieties in Italy
COLING 2024
Voice Disorder Analysis: a Transformer-based Approach
Interspeech 2024
ITALIC: An Italian Intent Classification Dataset
Interspeech 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
SemEval 2023
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
ACL 2022