Alkis Koudounas
15 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(8)
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(7)
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(7)
Machine Learning
(6)
Speech & Audio
(5)
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(5)
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Keywords
large language model
(4)
spoken language understanding
(4)
contrastive learning
(2)
transformer model
(2)
intent classification
(2)
explainable ai
(2)
hallucination detection
(2)
automatic speech recognition
(2)
raw waveform
(2)
speech recognition
(2)
speech analysis
(2)
voice disorder
(2)
explanation generation
(1)
natural language inference
(1)
multimodal learning
(1)
speech processing
(1)
self-supervised learning
(1)
zero-shot learning
(1)
machine unlearning
(1)
temporal reasoning
(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
Exploring Generative Error Correction for Dysarthric Speech Recognition
Interspeech 2025
βKAN you hear me?β Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
Interspeech 2025
MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation
SemEval 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
MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight
SemEval 2024
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
SemEval 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