Efthymios Georgiou

5 papers · 2019–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

Interspeech (4) EMNLP (1)

Top co-authors

Alexandros Potamianos (5) Georgios Paraskevopoulos (2) Despoina Kosmopoulou (2) Anastasia Poulopoulou (1) Vassilis Katsouros (1) Antonios Kritikos (1) Georgios Chatzichristodoulou (1) Athanasios Katsamanis (1) Eleftherios Kapelonis (1) Charilaos Papaioannou (1)

Research topics

Natural Language Processing (5) Applications (3) Machine Learning (2) Core Methods (2) Generation (2) Artificial Intelligence (1) Deep Learning (1) Speech & Audio (1) Analysis (1) Application Areas (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

multi-task learning (2) sentiment analysis (2) multimodal learning (2) multimodal fusion (2) self-supervised learning (1) language modeling (1) modality masking (1) dialogue state tracking (1) feature representation (1) class imbalance (1) feature fusion (1) frequency-informed training (1) slot filling (1) diffusion language model (1) bidirectional long short-term memory (1) speech emotion recognition (1) noise scheduling (1) intent prediction (1) transformer model (1) masked diffusion (1)

Papers

Masked Diffusion Language Models with Frequency-Informed Training EMNLP 2025 Medusa: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions Interspeech 2025 A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking Interspeech 2022 M3: MultiModal Masking Applied to Sentiment Analysis Interspeech 2021 Deep Hierarchical Fusion with Application in Sentiment Analysis Interspeech 2019